Managing your utilities is easy, quick, and green! Download the SP app now! Convenience and sustainability, all within the app! Submit meter readings Explore sustainable products on Green Marketplace Green your electricity consumption with My Green Credits™ Locate an EV charger, charge and pay View and pay bills Track your carbon footprint Open account, link and track your consumption Utilities Management with Consumption Insights Manage your utilities account anywhere, anytime. Monitor your utilities consumption through dynamic insights and save energy. You can: • Open and close your utilities account • Link your utilities account to track your consumption • View your consumption in an hourly, monthly and yearly comparison • Submit meter readings for electricity, water and gas • Reschedule appointments My Carbon Footprint A calculator that helps you understand the impact of your actions on the environment, this tracker promotes changes in behaviour and lifestyle to reduce your carbon emissions. Calculate your carbon footprint based on your lifestyle choices such as in food, transportation and the use of electrical appliances. View and pay bills Never worry again about missing a payment, queuing to pay or finding your past or present bills. View and pay your bills on the go with your preferred card or via PayNow QR. You may also choose to set it on recurring payment. Adhoc payments STEP 1 Select the Bills tab > Select a bill. STEP 2 Select a payment method. STEP 3 Complete your payment. Recurring payments Have the option to set it on automatic monthly recurring payment to avoid missing a payment. STEP 1 Select the Profile tab. STEP 2 Select your Payment Method. STEP 3 Select your default card for recurring payments. STEP 4 Choose the Account to set up recurring and select Submit. Electric Vehicle (EV) Charging Your green mobility journey is an easy ride with Singapore’s largest fast-charging network via the app. Search for the nearest available charging points, receive updates about your charging sessions and make payments seamlessly. My Green Credits™ Support the growth of renewable energy projects through the purchase of renewable energy certificates (RECs), that represent the environmental attributes of the generation of a one-megawatt hour (MWh) of energy produced by renewable sources such as solar, wind and others. With every purchase of My Green Credits from the OneMillionTrees Initiative category, SP Group pledges to donate 15% of proceeds to support the OneMillionTrees movement in partnership with Garden City Fund under NParks. Green Marketplace Welcome to Green Marketplace, where you can find greener choices for your planned purchases. These include financial services which encourage green living, for instance a home loan with incentives for solar panel installation, or a car insurance plan that rewards you for driving less! You can look for car loans specifically designed for the purchase of Electric Vehicles (EVs). You can choose home loans that encourage greener living, for instance with incentives for solar panel installation, or rewards if your home incorporates sustainability features. You can even choose financial services that encourage green behaviour, including an innovative car insurance plan that rewards you for driving less! In the meantime, you’ll gain insights on how your choices can reduce your carbon footprint and save costs. © 2023 Singapore Power Ltd. All Rights Reserved Information is accurate as of July 2023 publication.

Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Singapore's First Digital Twin for National Power Gridhttps://www.spgroup.com.sg/about-us/media-resources/news-and-media-releases/Digital-Twin-for-National-Power-Grid Media Release Singapore's First Digital Twin for National Power Grid 27 October 2021 Singapore’s First Digital Twin for National Power Grid Created in collaboration with government agencies, industry players and research experts to enhance power grid resilience A brighter and more sustainable energy future – this is what Singapore’s first digital twin for the power grid will enable. Supported by the Energy Market Authority (EMA), SP Group (SP) and the Science and Technology Policy and Plans Office (S&TPPO) under the Prime Minister’s Office, the upcoming Grid Digital Twin will serve to enhance Singapore’s grid resilience to ensure grid reliability and support the deployment of cleaner energy sources.   The Grid Digital Twin is a virtual representation of the physical power grid assets and network and operates using real-time and historical data. It comprises two key models: Asset Twin1 for the health management of grid assets (such as substations, transformers, cables); and Network Twin2 for the assessment of impact on the grid when connecting new energy sources or consumers to the grid. The Grid Digital Twin is currently in a prototype stage and is expected to be fully developed over the next few years. When fully deployed, it will enable SP to better plan, operate and maintain the national power grid through modelling and simulations so that the actual works can be carried out in a more effective and efficient way. (Refer to Annex for more information.) Key benefits of the Grid Digital Twin include improving network planning analysis and remote monitoring of asset conditions, thereby saving manpower resources in carrying out extensive physical inspections. As the Grid Digital Twin provides a more holistic model of the grid, it can facilitate planning of infrastructure for different needs (such as installation of electric vehicle chargers, and connection of solar photovoltaic systems and energy storage systems). Progressive enhancements to the Grid Digital Twin are in place to make it more accurate and efficient, as SP continues to digitise the existing electricity assets under the network.   In tandem with the Singapore Green Plan 2030, Singapore is looking to greener sources of energy and more diversification of energy supply, such as solar deployments, energy storage systems and vehicle-to-grid technologies. In addition, power grid operations will become more complex with increasing electrification and deployment of more distributed energy resources (DERs). Currently, the national power grid comprises over 18,000 transformers, with more than 27,000 km of underground cables interconnecting over 11,000 substations. The Grid Digital Twin will therefore help to future-proof our power grid, to ensure that it is well-equipped to manage such complexities while maintaining reliability of grid operations.   Mr Ngiam Shih Chun, Chief Executive of EMA, said, “The digital twin for our national power grid will help to enhance the reliability of our electricity supply and support our transition towards greater energy sustainability. With the pressing need to tackle climate change, the power grid needs to evolve to support a more complex power system that will connect to more diverse sources of cleaner energy as well as a growing network to meet rising demand.”   Mr Stanley Huang, Group Chief Executive Officer of SP Group, said, “SP Group works closely with EMA to explore measures to improve Singapore’s grid reliability and resilience. Harnessing the power of digitisation, the Grid Digital Twin enables us to monitor and test different scenarios based on a virtual replica of the grid. We can then effectively test potential upgrades and enhancements, and future-ready innovations such as the projects under the SP Group - NTU Joint Lab to support our ambition to empower the future of energy.”   When completed, the Grid Digital Twin will be a key initiative in contributing towards Singapore’s overall efforts for greater sustainability through enhanced grid network planning and operations.   Annex: Factsheet on the Singapore Power Grid Digital Twin -- End -- About Energy Market Authority The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to forge a progressive energy landscape for sustained growth. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. Instagram: @EMA_Singapore | Facebook: facebook.com/EnergyMarketAuthority | Twitter: @EMA_sg | LinkedIn: linkedin.com/company/energy-market-authority-ema-/ About SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and sustainable energy solutions in Singapore and China. As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective world-wide. Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast charging and digital energy solutions for customers in Singapore and the region. For more information, please visit spgroup.com.sg or for follow us on Facebook at fb.com/SPGroupSG, on LinkedIn at spgrp.sg/linkedin and on Twitter @SPGroupSG.   ANNEX FACTSHEET ON THE SINGAPORE POWER GRID DIGITAL TWIN A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2. The digital twin of Singapore’s power grid will comprise two key models: Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory3   Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO)4, the Network Twin is able to provide SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO).   Key benefits of the Grid Digital Twin are: Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets.   Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads.   Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience.   Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) KEY VISUAL FOR ASSET TWIN Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory) KEY VISUAL FOR NETWORK TWIN Dashboard for analysing electric vehicle charging impact on the distribution grid using the Network Twin (Image Credit: Institute of High Performance Computing and TUMCREATE) 1 The Asset Twin is underpinned by five research projects awarded by EMA to SP Group and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory. 2 The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). 3 The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. 4 MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-s- transition-to-electric-vehicles. Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Singapore's First Digital Twin for National Power Gridhttps://www.spgroup.com.sg/about-us/media-resources/news-and-media-releases/Digital-Twin-for-National-Power-Grid Media Release Singapore's First Digital Twin for National Power Grid 27 October 2021 Singapore’s First Digital Twin for National Power Grid Created in collaboration with government agencies, industry players and research experts to enhance power grid resilience A brighter and more sustainable energy future – this is what Singapore’s first digital twin for the power grid will enable. Supported by the Energy Market Authority (EMA), SP Group (SP) and the Science and Technology Policy and Plans Office (S&TPPO) under the Prime Minister’s Office, the upcoming Grid Digital Twin will serve to enhance Singapore’s grid resilience to ensure grid reliability and support the deployment of cleaner energy sources.   The Grid Digital Twin is a virtual representation of the physical power grid assets and network and operates using real-time and historical data. It comprises two key models: Asset Twin1 for the health management of grid assets (such as substations, transformers, cables); and Network Twin2 for the assessment of impact on the grid when connecting new energy sources or consumers to the grid. The Grid Digital Twin is currently in a prototype stage and is expected to be fully developed over the next few years. When fully deployed, it will enable SP to better plan, operate and maintain the national power grid through modelling and simulations so that the actual works can be carried out in a more effective and efficient way. (Refer to Annex for more information.) Key benefits of the Grid Digital Twin include improving network planning analysis and remote monitoring of asset conditions, thereby saving manpower resources in carrying out extensive physical inspections. As the Grid Digital Twin provides a more holistic model of the grid, it can facilitate planning of infrastructure for different needs (such as installation of electric vehicle chargers, and connection of solar photovoltaic systems and energy storage systems). Progressive enhancements to the Grid Digital Twin are in place to make it more accurate and efficient, as SP continues to digitise the existing electricity assets under the network.   In tandem with the Singapore Green Plan 2030, Singapore is looking to greener sources of energy and more diversification of energy supply, such as solar deployments, energy storage systems and vehicle-to-grid technologies. In addition, power grid operations will become more complex with increasing electrification and deployment of more distributed energy resources (DERs). Currently, the national power grid comprises over 18,000 transformers, with more than 27,000 km of underground cables interconnecting over 11,000 substations. The Grid Digital Twin will therefore help to future-proof our power grid, to ensure that it is well-equipped to manage such complexities while maintaining reliability of grid operations.   Mr Ngiam Shih Chun, Chief Executive of EMA, said, “The digital twin for our national power grid will help to enhance the reliability of our electricity supply and support our transition towards greater energy sustainability. With the pressing need to tackle climate change, the power grid needs to evolve to support a more complex power system that will connect to more diverse sources of cleaner energy as well as a growing network to meet rising demand.”   Mr Stanley Huang, Group Chief Executive Officer of SP Group, said, “SP Group works closely with EMA to explore measures to improve Singapore’s grid reliability and resilience. Harnessing the power of digitisation, the Grid Digital Twin enables us to monitor and test different scenarios based on a virtual replica of the grid. We can then effectively test potential upgrades and enhancements, and future-ready innovations such as the projects under the SP Group - NTU Joint Lab to support our ambition to empower the future of energy.”   When completed, the Grid Digital Twin will be a key initiative in contributing towards Singapore’s overall efforts for greater sustainability through enhanced grid network planning and operations.   Annex: Factsheet on the Singapore Power Grid Digital Twin -- End -- About Energy Market Authority The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to forge a progressive energy landscape for sustained growth. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. Instagram: @EMA_Singapore | Facebook: facebook.com/EnergyMarketAuthority | Twitter: @EMA_sg | LinkedIn: linkedin.com/company/energy-market-authority-ema-/ About SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and sustainable energy solutions in Singapore and China. As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective world-wide. Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast charging and digital energy solutions for customers in Singapore and the region. For more information, please visit spgroup.com.sg or for follow us on Facebook at fb.com/SPGroupSG, on LinkedIn at spgrp.sg/linkedin and on Twitter @SPGroupSG.   ANNEX FACTSHEET ON THE SINGAPORE POWER GRID DIGITAL TWIN A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2. The digital twin of Singapore’s power grid will comprise two key models: Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory3   Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO)4, the Network Twin is able to provide SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO).   Key benefits of the Grid Digital Twin are: Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets.   Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads.   Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience.   Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) KEY VISUAL FOR ASSET TWIN Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory) KEY VISUAL FOR NETWORK TWIN Dashboard for analysing electric vehicle charging impact on the distribution grid using the Network Twin (Image Credit: Institute of High Performance Computing and TUMCREATE) 1 The Asset Twin is underpinned by five research projects awarded by EMA to SP Group and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory. 2 The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). 3 The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. 4 MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-s- transition-to-electric-vehicles. Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Singapore's First Digital Twin for National Power Gridhttps://www.spgroup.com.sg/about-us/media-resources/news-and-media-releases/Digital-Twin-for-National-Power-Grid Media Release Singapore's First Digital Twin for National Power Grid 27 October 2021 Singapore’s First Digital Twin for National Power Grid Created in collaboration with government agencies, industry players and research experts to enhance power grid resilience A brighter and more sustainable energy future – this is what Singapore’s first digital twin for the power grid will enable. Supported by the Energy Market Authority (EMA), SP Group (SP) and the Science and Technology Policy and Plans Office (S&TPPO) under the Prime Minister’s Office, the upcoming Grid Digital Twin will serve to enhance Singapore’s grid resilience to ensure grid reliability and support the deployment of cleaner energy sources.   The Grid Digital Twin is a virtual representation of the physical power grid assets and network and operates using real-time and historical data. It comprises two key models: Asset Twin1 for the health management of grid assets (such as substations, transformers, cables); and Network Twin2 for the assessment of impact on the grid when connecting new energy sources or consumers to the grid. The Grid Digital Twin is currently in a prototype stage and is expected to be fully developed over the next few years. When fully deployed, it will enable SP to better plan, operate and maintain the national power grid through modelling and simulations so that the actual works can be carried out in a more effective and efficient way. (Refer to Annex for more information.) Key benefits of the Grid Digital Twin include improving network planning analysis and remote monitoring of asset conditions, thereby saving manpower resources in carrying out extensive physical inspections. As the Grid Digital Twin provides a more holistic model of the grid, it can facilitate planning of infrastructure for different needs (such as installation of electric vehicle chargers, and connection of solar photovoltaic systems and energy storage systems). Progressive enhancements to the Grid Digital Twin are in place to make it more accurate and efficient, as SP continues to digitise the existing electricity assets under the network.   In tandem with the Singapore Green Plan 2030, Singapore is looking to greener sources of energy and more diversification of energy supply, such as solar deployments, energy storage systems and vehicle-to-grid technologies. In addition, power grid operations will become more complex with increasing electrification and deployment of more distributed energy resources (DERs). Currently, the national power grid comprises over 18,000 transformers, with more than 27,000 km of underground cables interconnecting over 11,000 substations. The Grid Digital Twin will therefore help to future-proof our power grid, to ensure that it is well-equipped to manage such complexities while maintaining reliability of grid operations.   Mr Ngiam Shih Chun, Chief Executive of EMA, said, “The digital twin for our national power grid will help to enhance the reliability of our electricity supply and support our transition towards greater energy sustainability. With the pressing need to tackle climate change, the power grid needs to evolve to support a more complex power system that will connect to more diverse sources of cleaner energy as well as a growing network to meet rising demand.”   Mr Stanley Huang, Group Chief Executive Officer of SP Group, said, “SP Group works closely with EMA to explore measures to improve Singapore’s grid reliability and resilience. Harnessing the power of digitisation, the Grid Digital Twin enables us to monitor and test different scenarios based on a virtual replica of the grid. We can then effectively test potential upgrades and enhancements, and future-ready innovations such as the projects under the SP Group - NTU Joint Lab to support our ambition to empower the future of energy.”   When completed, the Grid Digital Twin will be a key initiative in contributing towards Singapore’s overall efforts for greater sustainability through enhanced grid network planning and operations.   Annex: Factsheet on the Singapore Power Grid Digital Twin -- End -- About Energy Market Authority The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to forge a progressive energy landscape for sustained growth. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. Instagram: @EMA_Singapore | Facebook: facebook.com/EnergyMarketAuthority | Twitter: @EMA_sg | LinkedIn: linkedin.com/company/energy-market-authority-ema-/ About SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and sustainable energy solutions in Singapore and China. As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective world-wide. Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast charging and digital energy solutions for customers in Singapore and the region. For more information, please visit spgroup.com.sg or for follow us on Facebook at fb.com/SPGroupSG, on LinkedIn at spgrp.sg/linkedin and on Twitter @SPGroupSG.   ANNEX FACTSHEET ON THE SINGAPORE POWER GRID DIGITAL TWIN A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2. The digital twin of Singapore’s power grid will comprise two key models: Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory3   Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO)4, the Network Twin is able to provide SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO).   Key benefits of the Grid Digital Twin are: Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets.   Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads.   Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience.   Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) KEY VISUAL FOR ASSET TWIN Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory) KEY VISUAL FOR NETWORK TWIN Dashboard for analysing electric vehicle charging impact on the distribution grid using the Network Twin (Image Credit: Institute of High Performance Computing and TUMCREATE) 1 The Asset Twin is underpinned by five research projects awarded by EMA to SP Group and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory. 2 The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). 3 The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. 4 MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-s- transition-to-electric-vehicles. Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Singapore's First Digital Twin for National Power Gridhttps://www.spgroup.com.sg/about-us/media-resources/news-and-media-releases/Digital-Twin-for-National-Power-Grid Media Release Singapore's First Digital Twin for National Power Grid 27 October 2021 Singapore’s First Digital Twin for National Power Grid Created in collaboration with government agencies, industry players and research experts to enhance power grid resilience A brighter and more sustainable energy future – this is what Singapore’s first digital twin for the power grid will enable. Supported by the Energy Market Authority (EMA), SP Group (SP) and the Science and Technology Policy and Plans Office (S&TPPO) under the Prime Minister’s Office, the upcoming Grid Digital Twin will serve to enhance Singapore’s grid resilience to ensure grid reliability and support the deployment of cleaner energy sources.   The Grid Digital Twin is a virtual representation of the physical power grid assets and network and operates using real-time and historical data. It comprises two key models: Asset Twin1 for the health management of grid assets (such as substations, transformers, cables); and Network Twin2 for the assessment of impact on the grid when connecting new energy sources or consumers to the grid. The Grid Digital Twin is currently in a prototype stage and is expected to be fully developed over the next few years. When fully deployed, it will enable SP to better plan, operate and maintain the national power grid through modelling and simulations so that the actual works can be carried out in a more effective and efficient way. (Refer to Annex for more information.) Key benefits of the Grid Digital Twin include improving network planning analysis and remote monitoring of asset conditions, thereby saving manpower resources in carrying out extensive physical inspections. As the Grid Digital Twin provides a more holistic model of the grid, it can facilitate planning of infrastructure for different needs (such as installation of electric vehicle chargers, and connection of solar photovoltaic systems and energy storage systems). Progressive enhancements to the Grid Digital Twin are in place to make it more accurate and efficient, as SP continues to digitise the existing electricity assets under the network.   In tandem with the Singapore Green Plan 2030, Singapore is looking to greener sources of energy and more diversification of energy supply, such as solar deployments, energy storage systems and vehicle-to-grid technologies. In addition, power grid operations will become more complex with increasing electrification and deployment of more distributed energy resources (DERs). Currently, the national power grid comprises over 18,000 transformers, with more than 27,000 km of underground cables interconnecting over 11,000 substations. The Grid Digital Twin will therefore help to future-proof our power grid, to ensure that it is well-equipped to manage such complexities while maintaining reliability of grid operations.   Mr Ngiam Shih Chun, Chief Executive of EMA, said, “The digital twin for our national power grid will help to enhance the reliability of our electricity supply and support our transition towards greater energy sustainability. With the pressing need to tackle climate change, the power grid needs to evolve to support a more complex power system that will connect to more diverse sources of cleaner energy as well as a growing network to meet rising demand.”   Mr Stanley Huang, Group Chief Executive Officer of SP Group, said, “SP Group works closely with EMA to explore measures to improve Singapore’s grid reliability and resilience. Harnessing the power of digitisation, the Grid Digital Twin enables us to monitor and test different scenarios based on a virtual replica of the grid. We can then effectively test potential upgrades and enhancements, and future-ready innovations such as the projects under the SP Group - NTU Joint Lab to support our ambition to empower the future of energy.”   When completed, the Grid Digital Twin will be a key initiative in contributing towards Singapore’s overall efforts for greater sustainability through enhanced grid network planning and operations.   Annex: Factsheet on the Singapore Power Grid Digital Twin -- End -- About Energy Market Authority The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to forge a progressive energy landscape for sustained growth. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. Instagram: @EMA_Singapore | Facebook: facebook.com/EnergyMarketAuthority | Twitter: @EMA_sg | LinkedIn: linkedin.com/company/energy-market-authority-ema-/ About SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and sustainable energy solutions in Singapore and China. As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective world-wide. Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast charging and digital energy solutions for customers in Singapore and the region. For more information, please visit spgroup.com.sg or for follow us on Facebook at fb.com/SPGroupSG, on LinkedIn at spgrp.sg/linkedin and on Twitter @SPGroupSG.   ANNEX FACTSHEET ON THE SINGAPORE POWER GRID DIGITAL TWIN A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2. The digital twin of Singapore’s power grid will comprise two key models: Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory3   Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO)4, the Network Twin is able to provide SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO).   Key benefits of the Grid Digital Twin are: Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets.   Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads.   Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience.   Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) KEY VISUAL FOR ASSET TWIN Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory) KEY VISUAL FOR NETWORK TWIN Dashboard for analysing electric vehicle charging impact on the distribution grid using the Network Twin (Image Credit: Institute of High Performance Computing and TUMCREATE) 1 The Asset Twin is underpinned by five research projects awarded by EMA to SP Group and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory. 2 The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). 3 The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. 4 MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-s- transition-to-electric-vehicles. Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search [Media+Release]+Digital+Twin+for+National+Power+Grid.pdfhttps://www.spgroup.com.sg/dam/spgroup/wcm/connect/spgrp/45562f72-f426-4d68-886e-28ae29cfe57b/%5BMedia+Release%5D+Digital+Twin+for+National+Power+Grid.pdf?MOD=AJPERES&CVID= MEDIA RELEASE 27 October 2021 Singapore’s First Digital Twin for National Power Grid Created in collaboration with government agencies, industry players and research experts to enhance power grid resilience A brighter and more sustainable energy future – this is what Singapore’s first digital twin for the power grid will enable. Supported by the Energy Market Authority (EMA), SP Group (SP) and the Science and Technology Policy and Plans Office (S&TPPO) under the Prime Minister’s Office, the upcoming Grid Digital Twin will serve to enhance Singapore’s grid resilience to ensure grid reliability and support the deployment of cleaner energy sources. 2 The Grid Digital Twin is a virtual representation of the physical power grid assets and network and operates using real-time and historical data. It comprises two key models: • Asset Twin 1 for the health management of grid assets (such as substations, transformers, cables); and • Network Twin 2 for the assessment of impact on the grid when connecting new energy sources or consumers to the grid. The Grid Digital Twin is currently in a prototype stage and is expected to be fully developed over the next few years. When fully deployed, it will enable SP to better plan, operate and maintain the national power grid through modelling and simulations so that the actual works can be carried out in a more effective and efficient way. (Refer to Annex for more information.) 3 Key benefits of the Grid Digital Twin include improving network planning analysis and remote monitoring of asset conditions, thereby saving manpower resources in carrying out extensive physical inspections. As the Grid Digital Twin provides a more holistic model of the grid, it can facilitate planning of infrastructure for 1 The Asset Twin is underpinned by five research projects awarded by EMA to SP Group and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory. 2 The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). different needs (such as installation of electric vehicle chargers, and connection of solar photovoltaic systems and energy storage systems). Progressive enhancements to the Grid Digital Twin are in place to make it more accurate and efficient, as SP continues to digitise the existing electricity assets under the network. 4 In tandem with the Singapore Green Plan 2030, Singapore is looking to greener sources of energy and more diversification of energy supply, such as solar deployments, energy storage systems and vehicle-to-grid technologies. In addition, power grid operations will become more complex with increasing electrification and deployment of more distributed energy resources (DERs). Currently, the national power grid comprises over 18,000 transformers, with more than 27,000 km of underground cables interconnecting over 11,000 substations. The Grid Digital Twin will therefore help to future-proof our power grid, to ensure that it is well-equipped to manage such complexities while maintaining reliability of grid operations. 5 Mr Ngiam Shih Chun, Chief Executive of EMA, said, “The digital twin for our national power grid will help to enhance the reliability of our electricity supply and support our transition towards greater energy sustainability. With the pressing need to tackle climate change, the power grid needs to evolve to support a more complex power system that will connect to more diverse sources of cleaner energy as well as a growing network to meet rising demand.” 6 Mr Stanley Huang, Group Chief Executive Officer of SP Group, said, “SP Group works closely with EMA to explore measures to improve Singapore’s grid reliability and resilience. Harnessing the power of digitisation, the Grid Digital Twin enables us to monitor and test different scenarios based on a virtual replica of the grid. We can then effectively test potential upgrades and enhancements, and future-ready innovations such as the projects under the SP Group - NTU Joint Lab to support our ambition to empower the future of energy.” 7 When completed, the Grid Digital Twin will be a key initiative in contributing towards Singapore’s overall efforts for greater sustainability through enhanced grid network planning and operations. Annex: Factsheet on the Singapore Power Grid Digital Twin About Energy Market Authority -- End -- The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to forge a progressive energy landscape for sustained growth. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. Instagram: @EMA_Singapore | Facebook: facebook.com/EnergyMarketAuthority | Twitter: @EMA_sg | LinkedIn: linkedin.com/company/energy-market-authority-ema-/ About SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and sustainable energy solutions in Singapore and China. As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective world-wide. Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast charging and digital energy solutions for customers in Singapore and the region. For more information, please visit spgroup.com.sg or for follow us on Facebook at fb.com/SPGroupSG, on LinkedIn at spgrp.sg/linkedin and on Twitter @SPGroupSG. ANNEX FACTSHEET ON THE SINGAPORE POWER GRID DIGITAL TWIN A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2 The digital twin of Singapore’s power grid will comprise two key models: a. Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory 3 . b. Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO) 4 , the Network Twin is able to provide SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). 3 The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. 4 MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-stransition-to-electric-vehicles. 3 Key benefits of the Grid Digital Twin are: a. Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets. b. Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads. c. Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience. Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) KEY VISUAL FOR ASSET TWIN Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory) KEY VISUAL OF NETWORK TWIN Dashboard for analysing electric vehicle charging impact on the distribution grid using the Network Twin (Image Credit: Institute of High Performance Computing and TUMCREATE) Singapore's First Digital Twin for National Power Gridhttps://www.spgroup.com.sg/about-us/media-resources/news-and-media-releases/Digital-Twin-for-National-Power-Grid Media Release Singapore's First Digital Twin for National Power Grid 27 October 2021 Singapore’s First Digital Twin for National Power Grid Created in collaboration with government agencies, industry players and research experts to enhance power grid resilience A brighter and more sustainable energy future – this is what Singapore’s first digital twin for the power grid will enable. Supported by the Energy Market Authority (EMA), SP Group (SP) and the Science and Technology Policy and Plans Office (S&TPPO) under the Prime Minister’s Office, the upcoming Grid Digital Twin will serve to enhance Singapore’s grid resilience to ensure grid reliability and support the deployment of cleaner energy sources.   The Grid Digital Twin is a virtual representation of the physical power grid assets and network and operates using real-time and historical data. It comprises two key models: Asset Twin1 for the health management of grid assets (such as substations, transformers, cables); and Network Twin2 for the assessment of impact on the grid when connecting new energy sources or consumers to the grid. The Grid Digital Twin is currently in a prototype stage and is expected to be fully developed over the next few years. When fully deployed, it will enable SP to better plan, operate and maintain the national power grid through modelling and simulations so that the actual works can be carried out in a more effective and efficient way. (Refer to Annex for more information.) Key benefits of the Grid Digital Twin include improving network planning analysis and remote monitoring of asset conditions, thereby saving manpower resources in carrying out extensive physical inspections. As the Grid Digital Twin provides a more holistic model of the grid, it can facilitate planning of infrastructure for different needs (such as installation of electric vehicle chargers, and connection of solar photovoltaic systems and energy storage systems). Progressive enhancements to the Grid Digital Twin are in place to make it more accurate and efficient, as SP continues to digitise the existing electricity assets under the network.   In tandem with the Singapore Green Plan 2030, Singapore is looking to greener sources of energy and more diversification of energy supply, such as solar deployments, energy storage systems and vehicle-to-grid technologies. In addition, power grid operations will become more complex with increasing electrification and deployment of more distributed energy resources (DERs). Currently, the national power grid comprises over 18,000 transformers, with more than 27,000 km of underground cables interconnecting over 11,000 substations. The Grid Digital Twin will therefore help to future-proof our power grid, to ensure that it is well-equipped to manage such complexities while maintaining reliability of grid operations.   Mr Ngiam Shih Chun, Chief Executive of EMA, said, “The digital twin for our national power grid will help to enhance the reliability of our electricity supply and support our transition towards greater energy sustainability. With the pressing need to tackle climate change, the power grid needs to evolve to support a more complex power system that will connect to more diverse sources of cleaner energy as well as a growing network to meet rising demand.”   Mr Stanley Huang, Group Chief Executive Officer of SP Group, said, “SP Group works closely with EMA to explore measures to improve Singapore’s grid reliability and resilience. Harnessing the power of digitisation, the Grid Digital Twin enables us to monitor and test different scenarios based on a virtual replica of the grid. We can then effectively test potential upgrades and enhancements, and future-ready innovations such as the projects under the SP Group - NTU Joint Lab to support our ambition to empower the future of energy.”   When completed, the Grid Digital Twin will be a key initiative in contributing towards Singapore’s overall efforts for greater sustainability through enhanced grid network planning and operations.   Annex: Factsheet on the Singapore Power Grid Digital Twin -- End -- About Energy Market Authority The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to forge a progressive energy landscape for sustained growth. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. Instagram: @EMA_Singapore | Facebook: facebook.com/EnergyMarketAuthority | Twitter: @EMA_sg | LinkedIn: linkedin.com/company/energy-market-authority-ema-/ About SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and sustainable energy solutions in Singapore and China. As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective world-wide. Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast charging and digital energy solutions for customers in Singapore and the region. For more information, please visit spgroup.com.sg or for follow us on Facebook at fb.com/SPGroupSG, on LinkedIn at spgrp.sg/linkedin and on Twitter @SPGroupSG.   ANNEX FACTSHEET ON THE SINGAPORE POWER GRID DIGITAL TWIN A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2. The digital twin of Singapore’s power grid will comprise two key models: Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory3   Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO)4, the Network Twin is able to provide SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO).   Key benefits of the Grid Digital Twin are: Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets.   Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads.   Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience.   Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) KEY VISUAL FOR ASSET TWIN Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory) KEY VISUAL FOR NETWORK TWIN Dashboard for analysing electric vehicle charging impact on the distribution grid using the Network Twin (Image Credit: Institute of High Performance Computing and TUMCREATE) 1 The Asset Twin is underpinned by five research projects awarded by EMA to SP Group and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory. 2 The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). 3 The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. 4 MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-s- transition-to-electric-vehicles. Leveraging Digital Solutions to Future-Proof Singapore’s Energy Gridhttps://www.spgroup.com.sg/about-us/media-resources/news-and-media-releases/Leveraging-Digital-Solutions-to-Future-Proof-Singapore-s-Energy-Grid Media Release Leveraging Digital Solutions to Future-Proof Singapore’s Energy Grid As part of Singapore’s energy transition, the Energy Market Authority (EMA), together with industry partners, have embarked on digital projects to future-proof the nation's energy grid infrastructure. There has been good progress in the development of Singapore’s first Grid Digital Twin and Distributed Energy Resource Management System, and they will continue to be developed over the next few years. These projects will serve to enhance the resilience and reliability of Singapore’s electricity grid and support the deployment of cleaner energy sources. Grid Digital Twin 2. Singapore embarked on the Grid Digital Twin in 2021 with the aim of enhancing Singapore’s grid resilience, reliability, and support the deployment of cleaner energy sources. The Grid Digital Twin, comprising two key models - Digital Asset Twin and Digital Network Twin - is a virtual replica of the physical grid network and infrastructural assets. Created in collaboration with Government agencies, industry players and academia, research and development for Singapore’s first Grid Digital Twin for the national power grid has demonstrated good progress. Digital Asset Twin 3. The Digital Asset Twin is a virtual replica of SP Group’s electricity network assets. Developed by the SP Group, in collaboration with Nanyang Technological University (NTU), the Digital Asset Twin aims to enable network operators to monitor and analyse the condition and performance of grid assets, in order to mitigate potential issues. When fully developed, it is envisaged that the Digital Asset Twin will also enable informed decisions for prioritised and timely renewal and maintenance of grid assets. 4. Through in-house digital development capabilities, SP Group has built the core of the asset dashboard as well as key Artificial Intelligence (AI) engines and algorithms to integrate with sensors in real time. The SP-NTU Joint Lab will provide components of an Asset Health system and cost-effective condition monitoring sensors. SP Group targets to deploy a pilot by 2025. As costs of sensors, digital and communication solutions reduce, they can potentially be applied to the large number of distribution assets, such as the 18,000 transformers across SP’s 12,000 substations. Digital Network Twin 5. EMA has also collaborated with partners such as S&TPPO, A*STAR’s Institute of High Performance Computing (IHPC), and TUMCREATE to develop the Digital Network Twin within the Singapore Integrated Transport and Energy Model (SITEM). With the development of the Digital Network Twin, it enables SITEM to make use of advanced modelling and simulation software to model the impact of additional Electric Vehicle (EV) demand on the grid and identify necessary infrastructure upgrades under different scenarios. This has provided insights to EMA and SP Power Grid (SPPG) on how substation capacity could be optimised to support EV charging. The Digital Network Twin is currently undergoing the next stage of translational research and development in order to deploy the developed solutions into an end-user software solution usable by EMA by 2025. The software solution will help to assess the impact of significant demand changes expected in the distribution grid as energy sector decarbonises. 6. A*STAR has also incorporated high-resolution electricity demand results obtained from the Digital Network Twin into a national-level energy systems model that aims to optimise Singapore’s long-term decarbonisation pathways. The effort has yielded positive initial outcomes through the identification of potential ways to reduce investment costs in the power sector over the next 30 years, as the nation seeks to achieve net zero emissions by 2050. EMA will also work with A*STAR and other partner agencies, through the Centre for Energy and Emissions Modelling (CE2M), to further improve long term power sector decarbonisation planning. 7. Through these initiatives, Singapore will have smarter and more efficient ways of monitoring and predicting the health of the nation’s grid assets and network. In addition, the Grid Digital Twin allows for a risk-free environment to study and test different scenarios. This will help future-proof Singapore’s power grid by ensuring that it is well-equipped to manage increasing electricity demand and changes in energy supply, while maintaining reliability in grid operations. Distributed Energy Resource Management System (DERMS) 8. Distributed Energy Resources (DERs) like solar generation systems, battery Energy Storage Systems (ESS), and Electric Vehicles (EVs) are likely to proliferate in the coming decades. This is because solar power generation and battery ESS are expected to become cheaper and more efficient, given ongoing research and development efforts as well as economies of scale. As such, it is increasingly vital to ensure that Singapore’s grid infrastructure is able to support the integration and deployment of cleaner energy sources.   9. To better optimise the management of small-scale DERs such as solar and EVs across the network, SPPG has embarked on pilot development for a Distributed Energy Resource Management System (DERMS). DERMS is a monitoring and control platform which aims to support SPPG’s network operators with real-time information and control capabilities to optimise DER connections. 10. SP Group has carried out a proof-of-concept in 2021, to explore use cases where monitoring and control of DERs could support network operations. From this first phase, monitoring and control solutions were trialled on test setup to gain first-hand experience and identify potential applications for Singapore’s context. 11. The next phase of the DERMS pilot is focused on solar forecasting and capabilities to prepare for increasing EV adoption, and will be test-bedded at selected SP substations. When fully developed, DERMS will be able to support network operators in the sustainable integration of solar and EV-related DERs into the network, while effectively managing reliability and system costs. ANNEX A: Factsheet on Singapore National Grid Digital Twin -- End -- About the Energy Market Authority The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to build a clean energy future that is resilient, sustainable, and competitive. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. About the SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, as well as sustainable energy solutions in Singapore, China, Thailand and Vietnam.  As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective worldwide.  Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast-charging stations and digital energy solutions for customers in Singapore and the region.  For more information, please visit spgroup.com.sg or follow us on Facebook at spgrp.sg/facebook, LinkedIn at spgrp.sg/linkedin and Instagram at spgrp.sg/Instagram.   ANNEX A: FACTSHEET ON THE SINGAPORE NATIONAL GRID DIGITAL TWIN 1. A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2. The digital twin of Singapore’s national grid will comprise two key models: a. Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. Through in-house digital development capabilities, SP Group has built the core of the asset dashboard and the initial key AI engines and algorithms to integrate with sensors in real time. The SP NTU Joint Lab will provide components of an Asset Health system and break-through cost effective condition monitoring sensors. SP Group targets to deploy a pilot by 2025. As costs of sensors, digital and communication solutions reduce, these digital solutions can potentially be applied to the large number of distribution assets, such as the 18,000 transformers across 12,000 substations.  The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory[1]. b. Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO)[2], the Network Twin is able to provide EMA and SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. EMA and agencies such as A*STAR’s IHPC, S&TPPO, and TUMCREATE, have developed the Singapore Integrated Transport and Energy Model (SITEM) to model the impact of additional Electric Vehicle (EV) demand on the grid and identify necessary infrastructure upgrades under different scenarios. SITEM has provided insights on how substation capacity can be optimised to support EV charging. The first prototype Network Twin was developed as part of the SITEM project by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project was funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO).  IHPC is currently undertaking the next stage of translational R&D that aims to deploy the Network Twin into an end-user software solution usable by EMA engineers by 2025.  EMA will work together with A*STAR and other partner agencies in the Centre for Energy and Emissions Modelling (CE2M), which seeks to support long-term national decarbonisation planning. The initiative aims to develop a federated systems architecture that integrates the national energy system model, with sectoral models such as power and transport.  The modelling effort would better inform Singapore’s net-zero strategy, including our future power grid. 3. Key benefits of the Grid Digital Twin are: a. Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets.  b. Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads. c. Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience. [1] The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. [2] MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-s-transition-to-electric-vehicles. Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory) Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search [Media+Release]+Digital+Twin+for+National+Power+Grid.pdfhttps://www.spgroup.com.sg/dam/spgroup/wcm/connect/spgrp/45562f72-f426-4d68-886e-28ae29cfe57b/%5BMedia+Release%5D+Digital+Twin+for+National+Power+Grid.pdf?MOD=AJPERES&CVID= MEDIA RELEASE 27 October 2021 Singapore’s First Digital Twin for National Power Grid Created in collaboration with government agencies, industry players and research experts to enhance power grid resilience A brighter and more sustainable energy future – this is what Singapore’s first digital twin for the power grid will enable. Supported by the Energy Market Authority (EMA), SP Group (SP) and the Science and Technology Policy and Plans Office (S&TPPO) under the Prime Minister’s Office, the upcoming Grid Digital Twin will serve to enhance Singapore’s grid resilience to ensure grid reliability and support the deployment of cleaner energy sources. 2 The Grid Digital Twin is a virtual representation of the physical power grid assets and network and operates using real-time and historical data. It comprises two key models: • Asset Twin 1 for the health management of grid assets (such as substations, transformers, cables); and • Network Twin 2 for the assessment of impact on the grid when connecting new energy sources or consumers to the grid. The Grid Digital Twin is currently in a prototype stage and is expected to be fully developed over the next few years. When fully deployed, it will enable SP to better plan, operate and maintain the national power grid through modelling and simulations so that the actual works can be carried out in a more effective and efficient way. (Refer to Annex for more information.) 3 Key benefits of the Grid Digital Twin include improving network planning analysis and remote monitoring of asset conditions, thereby saving manpower resources in carrying out extensive physical inspections. As the Grid Digital Twin provides a more holistic model of the grid, it can facilitate planning of infrastructure for 1 The Asset Twin is underpinned by five research projects awarded by EMA to SP Group and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory. 2 The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). different needs (such as installation of electric vehicle chargers, and connection of solar photovoltaic systems and energy storage systems). Progressive enhancements to the Grid Digital Twin are in place to make it more accurate and efficient, as SP continues to digitise the existing electricity assets under the network. 4 In tandem with the Singapore Green Plan 2030, Singapore is looking to greener sources of energy and more diversification of energy supply, such as solar deployments, energy storage systems and vehicle-to-grid technologies. In addition, power grid operations will become more complex with increasing electrification and deployment of more distributed energy resources (DERs). Currently, the national power grid comprises over 18,000 transformers, with more than 27,000 km of underground cables interconnecting over 11,000 substations. The Grid Digital Twin will therefore help to future-proof our power grid, to ensure that it is well-equipped to manage such complexities while maintaining reliability of grid operations. 5 Mr Ngiam Shih Chun, Chief Executive of EMA, said, “The digital twin for our national power grid will help to enhance the reliability of our electricity supply and support our transition towards greater energy sustainability. With the pressing need to tackle climate change, the power grid needs to evolve to support a more complex power system that will connect to more diverse sources of cleaner energy as well as a growing network to meet rising demand.” 6 Mr Stanley Huang, Group Chief Executive Officer of SP Group, said, “SP Group works closely with EMA to explore measures to improve Singapore’s grid reliability and resilience. Harnessing the power of digitisation, the Grid Digital Twin enables us to monitor and test different scenarios based on a virtual replica of the grid. We can then effectively test potential upgrades and enhancements, and future-ready innovations such as the projects under the SP Group - NTU Joint Lab to support our ambition to empower the future of energy.” 7 When completed, the Grid Digital Twin will be a key initiative in contributing towards Singapore’s overall efforts for greater sustainability through enhanced grid network planning and operations. Annex: Factsheet on the Singapore Power Grid Digital Twin About Energy Market Authority -- End -- The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to forge a progressive energy landscape for sustained growth. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. Instagram: @EMA_Singapore | Facebook: facebook.com/EnergyMarketAuthority | Twitter: @EMA_sg | LinkedIn: linkedin.com/company/energy-market-authority-ema-/ About SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and sustainable energy solutions in Singapore and China. As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective world-wide. Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast charging and digital energy solutions for customers in Singapore and the region. For more information, please visit spgroup.com.sg or for follow us on Facebook at fb.com/SPGroupSG, on LinkedIn at spgrp.sg/linkedin and on Twitter @SPGroupSG. ANNEX FACTSHEET ON THE SINGAPORE POWER GRID DIGITAL TWIN A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2 The digital twin of Singapore’s power grid will comprise two key models: a. Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory 3 . b. Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO) 4 , the Network Twin is able to provide SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). 3 The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. 4 MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-stransition-to-electric-vehicles. 3 Key benefits of the Grid Digital Twin are: a. Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets. b. Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads. c. Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience. Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) KEY VISUAL FOR ASSET TWIN Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory) KEY VISUAL OF NETWORK TWIN Dashboard for analysing electric vehicle charging impact on the distribution grid using the Network Twin (Image Credit: Institute of High Performance Computing and TUMCREATE) Singapore's First Digital Twin for National Power Gridhttps://www.spgroup.com.sg/about-us/media-resources/news-and-media-releases/Digital-Twin-for-National-Power-Grid Media Release Singapore's First Digital Twin for National Power Grid 27 October 2021 Singapore’s First Digital Twin for National Power Grid Created in collaboration with government agencies, industry players and research experts to enhance power grid resilience A brighter and more sustainable energy future – this is what Singapore’s first digital twin for the power grid will enable. Supported by the Energy Market Authority (EMA), SP Group (SP) and the Science and Technology Policy and Plans Office (S&TPPO) under the Prime Minister’s Office, the upcoming Grid Digital Twin will serve to enhance Singapore’s grid resilience to ensure grid reliability and support the deployment of cleaner energy sources.   The Grid Digital Twin is a virtual representation of the physical power grid assets and network and operates using real-time and historical data. It comprises two key models: Asset Twin1 for the health management of grid assets (such as substations, transformers, cables); and Network Twin2 for the assessment of impact on the grid when connecting new energy sources or consumers to the grid. The Grid Digital Twin is currently in a prototype stage and is expected to be fully developed over the next few years. When fully deployed, it will enable SP to better plan, operate and maintain the national power grid through modelling and simulations so that the actual works can be carried out in a more effective and efficient way. (Refer to Annex for more information.) Key benefits of the Grid Digital Twin include improving network planning analysis and remote monitoring of asset conditions, thereby saving manpower resources in carrying out extensive physical inspections. As the Grid Digital Twin provides a more holistic model of the grid, it can facilitate planning of infrastructure for different needs (such as installation of electric vehicle chargers, and connection of solar photovoltaic systems and energy storage systems). Progressive enhancements to the Grid Digital Twin are in place to make it more accurate and efficient, as SP continues to digitise the existing electricity assets under the network.   In tandem with the Singapore Green Plan 2030, Singapore is looking to greener sources of energy and more diversification of energy supply, such as solar deployments, energy storage systems and vehicle-to-grid technologies. In addition, power grid operations will become more complex with increasing electrification and deployment of more distributed energy resources (DERs). Currently, the national power grid comprises over 18,000 transformers, with more than 27,000 km of underground cables interconnecting over 11,000 substations. The Grid Digital Twin will therefore help to future-proof our power grid, to ensure that it is well-equipped to manage such complexities while maintaining reliability of grid operations.   Mr Ngiam Shih Chun, Chief Executive of EMA, said, “The digital twin for our national power grid will help to enhance the reliability of our electricity supply and support our transition towards greater energy sustainability. With the pressing need to tackle climate change, the power grid needs to evolve to support a more complex power system that will connect to more diverse sources of cleaner energy as well as a growing network to meet rising demand.”   Mr Stanley Huang, Group Chief Executive Officer of SP Group, said, “SP Group works closely with EMA to explore measures to improve Singapore’s grid reliability and resilience. Harnessing the power of digitisation, the Grid Digital Twin enables us to monitor and test different scenarios based on a virtual replica of the grid. We can then effectively test potential upgrades and enhancements, and future-ready innovations such as the projects under the SP Group - NTU Joint Lab to support our ambition to empower the future of energy.”   When completed, the Grid Digital Twin will be a key initiative in contributing towards Singapore’s overall efforts for greater sustainability through enhanced grid network planning and operations.   Annex: Factsheet on the Singapore Power Grid Digital Twin -- End -- About Energy Market Authority The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to forge a progressive energy landscape for sustained growth. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. Instagram: @EMA_Singapore | Facebook: facebook.com/EnergyMarketAuthority | Twitter: @EMA_sg | LinkedIn: linkedin.com/company/energy-market-authority-ema-/ About SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and sustainable energy solutions in Singapore and China. As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective world-wide. Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast charging and digital energy solutions for customers in Singapore and the region. For more information, please visit spgroup.com.sg or for follow us on Facebook at fb.com/SPGroupSG, on LinkedIn at spgrp.sg/linkedin and on Twitter @SPGroupSG.   ANNEX FACTSHEET ON THE SINGAPORE POWER GRID DIGITAL TWIN A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2. The digital twin of Singapore’s power grid will comprise two key models: Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory3   Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO)4, the Network Twin is able to provide SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO).   Key benefits of the Grid Digital Twin are: Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets.   Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads.   Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience.   Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) KEY VISUAL FOR ASSET TWIN Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory) KEY VISUAL FOR NETWORK TWIN Dashboard for analysing electric vehicle charging impact on the distribution grid using the Network Twin (Image Credit: Institute of High Performance Computing and TUMCREATE) 1 The Asset Twin is underpinned by five research projects awarded by EMA to SP Group and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory. 2 The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). 3 The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. 4 MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-s- transition-to-electric-vehicles. Leveraging Digital Solutions to Future-Proof Singapore’s Energy Gridhttps://www.spgroup.com

Search SPD23_6450 SP App Digital Brochure_R4https://www.spgroup.com.sg/dam/jcr:7757fa21-6247-4b58-8c7c-bbf1c1a92ef3/SPD23_6450%20SP%20App%20Digital%20Brochure_R4.pdf Managing your utilities is easy, quick, and green! Download the SP app now! Convenience and sustainability, all within the app! Submit meter readings Explore sustainable products on Green Marketplace Green your electricity consumption with My Green Credits™ Locate an EV charger, charge and pay View and pay bills Track your carbon footprint Open account, link and track your consumption Utilities Management with Consumption Insights Manage your utilities account anywhere, anytime. Monitor your utilities consumption through dynamic insights and save energy. You can: • Open and close your utilities account • Link your utilities account to track your consumption • View your consumption in an hourly, monthly and yearly comparison • Submit meter readings for electricity, water and gas • Reschedule appointments My Carbon Footprint A calculator that helps you understand the impact of your actions on the environment, this tracker promotes changes in behaviour and lifestyle to reduce your carbon emissions. Calculate your carbon footprint based on your lifestyle choices such as in food, transportation and the use of electrical appliances. View and pay bills Never worry again about missing a payment, queuing to pay or finding your past or present bills. View and pay your bills on the go with your preferred card or via PayNow QR. You may also choose to set it on recurring payment. Adhoc payments STEP 1 Select the Bills tab > Select a bill. STEP 2 Select a payment method. STEP 3 Complete your payment. Recurring payments Have the option to set it on automatic monthly recurring payment to avoid missing a payment. STEP 1 Select the Profile tab. STEP 2 Select your Payment Method. STEP 3 Select your default card for recurring payments. STEP 4 Choose the Account to set up recurring and select Submit. Electric Vehicle (EV) Charging Your green mobility journey is an easy ride with Singapore’s largest fast-charging network via the app. Search for the nearest available charging points, receive updates about your charging sessions and make payments seamlessly. My Green Credits™ Support the growth of renewable energy projects through the purchase of renewable energy certificates (RECs), that represent the environmental attributes of the generation of a one-megawatt hour (MWh) of energy produced by renewable sources such as solar, wind and others. With every purchase of My Green Credits from the OneMillionTrees Initiative category, SP Group pledges to donate 15% of proceeds to support the OneMillionTrees movement in partnership with Garden City Fund under NParks. Green Marketplace Welcome to Green Marketplace, where you can find greener choices for your planned purchases. These include financial services which encourage green living, for instance a home loan with incentives for solar panel installation, or a car insurance plan that rewards you for driving less! You can look for car loans specifically designed for the purchase of Electric Vehicles (EVs). You can choose home loans that encourage greener living, for instance with incentives for solar panel installation, or rewards if your home incorporates sustainability features. You can even choose financial services that encourage green behaviour, including an innovative car insurance plan that rewards you for driving less! In the meantime, you’ll gain insights on how your choices can reduce your carbon footprint and save costs. © 2023 Singapore Power Ltd. All Rights Reserved Information is accurate as of July 2023 publication. Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Singapore's First Digital Twin for National Power Gridhttps://www.spgroup.com.sg/about-us/media-resources/news-and-media-releases/Digital-Twin-for-National-Power-Grid Media Release Singapore's First Digital Twin for National Power Grid 27 October 2021 Singapore’s First Digital Twin for National Power Grid Created in collaboration with government agencies, industry players and research experts to enhance power grid resilience A brighter and more sustainable energy future – this is what Singapore’s first digital twin for the power grid will enable. Supported by the Energy Market Authority (EMA), SP Group (SP) and the Science and Technology Policy and Plans Office (S&TPPO) under the Prime Minister’s Office, the upcoming Grid Digital Twin will serve to enhance Singapore’s grid resilience to ensure grid reliability and support the deployment of cleaner energy sources.   The Grid Digital Twin is a virtual representation of the physical power grid assets and network and operates using real-time and historical data. It comprises two key models: Asset Twin1 for the health management of grid assets (such as substations, transformers, cables); and Network Twin2 for the assessment of impact on the grid when connecting new energy sources or consumers to the grid. The Grid Digital Twin is currently in a prototype stage and is expected to be fully developed over the next few years. When fully deployed, it will enable SP to better plan, operate and maintain the national power grid through modelling and simulations so that the actual works can be carried out in a more effective and efficient way. (Refer to Annex for more information.) Key benefits of the Grid Digital Twin include improving network planning analysis and remote monitoring of asset conditions, thereby saving manpower resources in carrying out extensive physical inspections. As the Grid Digital Twin provides a more holistic model of the grid, it can facilitate planning of infrastructure for different needs (such as installation of electric vehicle chargers, and connection of solar photovoltaic systems and energy storage systems). Progressive enhancements to the Grid Digital Twin are in place to make it more accurate and efficient, as SP continues to digitise the existing electricity assets under the network.   In tandem with the Singapore Green Plan 2030, Singapore is looking to greener sources of energy and more diversification of energy supply, such as solar deployments, energy storage systems and vehicle-to-grid technologies. In addition, power grid operations will become more complex with increasing electrification and deployment of more distributed energy resources (DERs). Currently, the national power grid comprises over 18,000 transformers, with more than 27,000 km of underground cables interconnecting over 11,000 substations. The Grid Digital Twin will therefore help to future-proof our power grid, to ensure that it is well-equipped to manage such complexities while maintaining reliability of grid operations.   Mr Ngiam Shih Chun, Chief Executive of EMA, said, “The digital twin for our national power grid will help to enhance the reliability of our electricity supply and support our transition towards greater energy sustainability. With the pressing need to tackle climate change, the power grid needs to evolve to support a more complex power system that will connect to more diverse sources of cleaner energy as well as a growing network to meet rising demand.”   Mr Stanley Huang, Group Chief Executive Officer of SP Group, said, “SP Group works closely with EMA to explore measures to improve Singapore’s grid reliability and resilience. Harnessing the power of digitisation, the Grid Digital Twin enables us to monitor and test different scenarios based on a virtual replica of the grid. We can then effectively test potential upgrades and enhancements, and future-ready innovations such as the projects under the SP Group - NTU Joint Lab to support our ambition to empower the future of energy.”   When completed, the Grid Digital Twin will be a key initiative in contributing towards Singapore’s overall efforts for greater sustainability through enhanced grid network planning and operations.   Annex: Factsheet on the Singapore Power Grid Digital Twin -- End -- About Energy Market Authority The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to forge a progressive energy landscape for sustained growth. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. Instagram: @EMA_Singapore | Facebook: facebook.com/EnergyMarketAuthority | Twitter: @EMA_sg | LinkedIn: linkedin.com/company/energy-market-authority-ema-/ About SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and sustainable energy solutions in Singapore and China. As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective world-wide. Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast charging and digital energy solutions for customers in Singapore and the region. For more information, please visit spgroup.com.sg or for follow us on Facebook at fb.com/SPGroupSG, on LinkedIn at spgrp.sg/linkedin and on Twitter @SPGroupSG.   ANNEX FACTSHEET ON THE SINGAPORE POWER GRID DIGITAL TWIN A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2. The digital twin of Singapore’s power grid will comprise two key models: Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory3   Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO)4, the Network Twin is able to provide SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO).   Key benefits of the Grid Digital Twin are: Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets.   Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads.   Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience.   Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) KEY VISUAL FOR ASSET TWIN Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory) KEY VISUAL FOR NETWORK TWIN Dashboard for analysing electric vehicle charging impact on the distribution grid using the Network Twin (Image Credit: Institute of High Performance Computing and TUMCREATE) 1 The Asset Twin is underpinned by five research projects awarded by EMA to SP Group and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory. 2 The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). 3 The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. 4 MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-s- transition-to-electric-vehicles. Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Singapore's First Digital Twin for National Power Gridhttps://www.spgroup.com.sg/about-us/media-resources/news-and-media-releases/Digital-Twin-for-National-Power-Grid Media Release Singapore's First Digital Twin for National Power Grid 27 October 2021 Singapore’s First Digital Twin for National Power Grid Created in collaboration with government agencies, industry players and research experts to enhance power grid resilience A brighter and more sustainable energy future – this is what Singapore’s first digital twin for the power grid will enable. Supported by the Energy Market Authority (EMA), SP Group (SP) and the Science and Technology Policy and Plans Office (S&TPPO) under the Prime Minister’s Office, the upcoming Grid Digital Twin will serve to enhance Singapore’s grid resilience to ensure grid reliability and support the deployment of cleaner energy sources.   The Grid Digital Twin is a virtual representation of the physical power grid assets and network and operates using real-time and historical data. It comprises two key models: Asset Twin1 for the health management of grid assets (such as substations, transformers, cables); and Network Twin2 for the assessment of impact on the grid when connecting new energy sources or consumers to the grid. The Grid Digital Twin is currently in a prototype stage and is expected to be fully developed over the next few years. When fully deployed, it will enable SP to better plan, operate and maintain the national power grid through modelling and simulations so that the actual works can be carried out in a more effective and efficient way. (Refer to Annex for more information.) Key benefits of the Grid Digital Twin include improving network planning analysis and remote monitoring of asset conditions, thereby saving manpower resources in carrying out extensive physical inspections. As the Grid Digital Twin provides a more holistic model of the grid, it can facilitate planning of infrastructure for different needs (such as installation of electric vehicle chargers, and connection of solar photovoltaic systems and energy storage systems). Progressive enhancements to the Grid Digital Twin are in place to make it more accurate and efficient, as SP continues to digitise the existing electricity assets under the network.   In tandem with the Singapore Green Plan 2030, Singapore is looking to greener sources of energy and more diversification of energy supply, such as solar deployments, energy storage systems and vehicle-to-grid technologies. In addition, power grid operations will become more complex with increasing electrification and deployment of more distributed energy resources (DERs). Currently, the national power grid comprises over 18,000 transformers, with more than 27,000 km of underground cables interconnecting over 11,000 substations. The Grid Digital Twin will therefore help to future-proof our power grid, to ensure that it is well-equipped to manage such complexities while maintaining reliability of grid operations.   Mr Ngiam Shih Chun, Chief Executive of EMA, said, “The digital twin for our national power grid will help to enhance the reliability of our electricity supply and support our transition towards greater energy sustainability. With the pressing need to tackle climate change, the power grid needs to evolve to support a more complex power system that will connect to more diverse sources of cleaner energy as well as a growing network to meet rising demand.”   Mr Stanley Huang, Group Chief Executive Officer of SP Group, said, “SP Group works closely with EMA to explore measures to improve Singapore’s grid reliability and resilience. Harnessing the power of digitisation, the Grid Digital Twin enables us to monitor and test different scenarios based on a virtual replica of the grid. We can then effectively test potential upgrades and enhancements, and future-ready innovations such as the projects under the SP Group - NTU Joint Lab to support our ambition to empower the future of energy.”   When completed, the Grid Digital Twin will be a key initiative in contributing towards Singapore’s overall efforts for greater sustainability through enhanced grid network planning and operations.   Annex: Factsheet on the Singapore Power Grid Digital Twin -- End -- About Energy Market Authority The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to forge a progressive energy landscape for sustained growth. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. Instagram: @EMA_Singapore | Facebook: facebook.com/EnergyMarketAuthority | Twitter: @EMA_sg | LinkedIn: linkedin.com/company/energy-market-authority-ema-/ About SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and sustainable energy solutions in Singapore and China. As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective world-wide. Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast charging and digital energy solutions for customers in Singapore and the region. For more information, please visit spgroup.com.sg or for follow us on Facebook at fb.com/SPGroupSG, on LinkedIn at spgrp.sg/linkedin and on Twitter @SPGroupSG.   ANNEX FACTSHEET ON THE SINGAPORE POWER GRID DIGITAL TWIN A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2. The digital twin of Singapore’s power grid will comprise two key models: Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory3   Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO)4, the Network Twin is able to provide SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO).   Key benefits of the Grid Digital Twin are: Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets.   Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads.   Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience.   Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) KEY VISUAL FOR ASSET TWIN Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory) KEY VISUAL FOR NETWORK TWIN Dashboard for analysing electric vehicle charging impact on the distribution grid using the Network Twin (Image Credit: Institute of High Performance Computing and TUMCREATE) 1 The Asset Twin is underpinned by five research projects awarded by EMA to SP Group and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory. 2 The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). 3 The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. 4 MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-s- transition-to-electric-vehicles. Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Singapore's First Digital Twin for National Power Gridhttps://www.spgroup.com.sg/about-us/media-resources/news-and-media-releases/Digital-Twin-for-National-Power-Grid Media Release Singapore's First Digital Twin for National Power Grid 27 October 2021 Singapore’s First Digital Twin for National Power Grid Created in collaboration with government agencies, industry players and research experts to enhance power grid resilience A brighter and more sustainable energy future – this is what Singapore’s first digital twin for the power grid will enable. Supported by the Energy Market Authority (EMA), SP Group (SP) and the Science and Technology Policy and Plans Office (S&TPPO) under the Prime Minister’s Office, the upcoming Grid Digital Twin will serve to enhance Singapore’s grid resilience to ensure grid reliability and support the deployment of cleaner energy sources.   The Grid Digital Twin is a virtual representation of the physical power grid assets and network and operates using real-time and historical data. It comprises two key models: Asset Twin1 for the health management of grid assets (such as substations, transformers, cables); and Network Twin2 for the assessment of impact on the grid when connecting new energy sources or consumers to the grid. The Grid Digital Twin is currently in a prototype stage and is expected to be fully developed over the next few years. When fully deployed, it will enable SP to better plan, operate and maintain the national power grid through modelling and simulations so that the actual works can be carried out in a more effective and efficient way. (Refer to Annex for more information.) Key benefits of the Grid Digital Twin include improving network planning analysis and remote monitoring of asset conditions, thereby saving manpower resources in carrying out extensive physical inspections. As the Grid Digital Twin provides a more holistic model of the grid, it can facilitate planning of infrastructure for different needs (such as installation of electric vehicle chargers, and connection of solar photovoltaic systems and energy storage systems). Progressive enhancements to the Grid Digital Twin are in place to make it more accurate and efficient, as SP continues to digitise the existing electricity assets under the network.   In tandem with the Singapore Green Plan 2030, Singapore is looking to greener sources of energy and more diversification of energy supply, such as solar deployments, energy storage systems and vehicle-to-grid technologies. In addition, power grid operations will become more complex with increasing electrification and deployment of more distributed energy resources (DERs). Currently, the national power grid comprises over 18,000 transformers, with more than 27,000 km of underground cables interconnecting over 11,000 substations. The Grid Digital Twin will therefore help to future-proof our power grid, to ensure that it is well-equipped to manage such complexities while maintaining reliability of grid operations.   Mr Ngiam Shih Chun, Chief Executive of EMA, said, “The digital twin for our national power grid will help to enhance the reliability of our electricity supply and support our transition towards greater energy sustainability. With the pressing need to tackle climate change, the power grid needs to evolve to support a more complex power system that will connect to more diverse sources of cleaner energy as well as a growing network to meet rising demand.”   Mr Stanley Huang, Group Chief Executive Officer of SP Group, said, “SP Group works closely with EMA to explore measures to improve Singapore’s grid reliability and resilience. Harnessing the power of digitisation, the Grid Digital Twin enables us to monitor and test different scenarios based on a virtual replica of the grid. We can then effectively test potential upgrades and enhancements, and future-ready innovations such as the projects under the SP Group - NTU Joint Lab to support our ambition to empower the future of energy.”   When completed, the Grid Digital Twin will be a key initiative in contributing towards Singapore’s overall efforts for greater sustainability through enhanced grid network planning and operations.   Annex: Factsheet on the Singapore Power Grid Digital Twin -- End -- About Energy Market Authority The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to forge a progressive energy landscape for sustained growth. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. Instagram: @EMA_Singapore | Facebook: facebook.com/EnergyMarketAuthority | Twitter: @EMA_sg | LinkedIn: linkedin.com/company/energy-market-authority-ema-/ About SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and sustainable energy solutions in Singapore and China. As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective world-wide. Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast charging and digital energy solutions for customers in Singapore and the region. For more information, please visit spgroup.com.sg or for follow us on Facebook at fb.com/SPGroupSG, on LinkedIn at spgrp.sg/linkedin and on Twitter @SPGroupSG.   ANNEX FACTSHEET ON THE SINGAPORE POWER GRID DIGITAL TWIN A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2. The digital twin of Singapore’s power grid will comprise two key models: Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory3   Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO)4, the Network Twin is able to provide SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO).   Key benefits of the Grid Digital Twin are: Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets.   Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads.   Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience.   Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) KEY VISUAL FOR ASSET TWIN Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory) KEY VISUAL FOR NETWORK TWIN Dashboard for analysing electric vehicle charging impact on the distribution grid using the Network Twin (Image Credit: Institute of High Performance Computing and TUMCREATE) 1 The Asset Twin is underpinned by five research projects awarded by EMA to SP Group and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory. 2 The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). 3 The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. 4 MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-s- transition-to-electric-vehicles. Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Singapore's First Digital Twin for National Power Gridhttps://www.spgroup.com.sg/about-us/media-resources/news-and-media-releases/Digital-Twin-for-National-Power-Grid Media Release Singapore's First Digital Twin for National Power Grid 27 October 2021 Singapore’s First Digital Twin for National Power Grid Created in collaboration with government agencies, industry players and research experts to enhance power grid resilience A brighter and more sustainable energy future – this is what Singapore’s first digital twin for the power grid will enable. Supported by the Energy Market Authority (EMA), SP Group (SP) and the Science and Technology Policy and Plans Office (S&TPPO) under the Prime Minister’s Office, the upcoming Grid Digital Twin will serve to enhance Singapore’s grid resilience to ensure grid reliability and support the deployment of cleaner energy sources.   The Grid Digital Twin is a virtual representation of the physical power grid assets and network and operates using real-time and historical data. It comprises two key models: Asset Twin1 for the health management of grid assets (such as substations, transformers, cables); and Network Twin2 for the assessment of impact on the grid when connecting new energy sources or consumers to the grid. The Grid Digital Twin is currently in a prototype stage and is expected to be fully developed over the next few years. When fully deployed, it will enable SP to better plan, operate and maintain the national power grid through modelling and simulations so that the actual works can be carried out in a more effective and efficient way. (Refer to Annex for more information.) Key benefits of the Grid Digital Twin include improving network planning analysis and remote monitoring of asset conditions, thereby saving manpower resources in carrying out extensive physical inspections. As the Grid Digital Twin provides a more holistic model of the grid, it can facilitate planning of infrastructure for different needs (such as installation of electric vehicle chargers, and connection of solar photovoltaic systems and energy storage systems). Progressive enhancements to the Grid Digital Twin are in place to make it more accurate and efficient, as SP continues to digitise the existing electricity assets under the network.   In tandem with the Singapore Green Plan 2030, Singapore is looking to greener sources of energy and more diversification of energy supply, such as solar deployments, energy storage systems and vehicle-to-grid technologies. In addition, power grid operations will become more complex with increasing electrification and deployment of more distributed energy resources (DERs). Currently, the national power grid comprises over 18,000 transformers, with more than 27,000 km of underground cables interconnecting over 11,000 substations. The Grid Digital Twin will therefore help to future-proof our power grid, to ensure that it is well-equipped to manage such complexities while maintaining reliability of grid operations.   Mr Ngiam Shih Chun, Chief Executive of EMA, said, “The digital twin for our national power grid will help to enhance the reliability of our electricity supply and support our transition towards greater energy sustainability. With the pressing need to tackle climate change, the power grid needs to evolve to support a more complex power system that will connect to more diverse sources of cleaner energy as well as a growing network to meet rising demand.”   Mr Stanley Huang, Group Chief Executive Officer of SP Group, said, “SP Group works closely with EMA to explore measures to improve Singapore’s grid reliability and resilience. Harnessing the power of digitisation, the Grid Digital Twin enables us to monitor and test different scenarios based on a virtual replica of the grid. We can then effectively test potential upgrades and enhancements, and future-ready innovations such as the projects under the SP Group - NTU Joint Lab to support our ambition to empower the future of energy.”   When completed, the Grid Digital Twin will be a key initiative in contributing towards Singapore’s overall efforts for greater sustainability through enhanced grid network planning and operations.   Annex: Factsheet on the Singapore Power Grid Digital Twin -- End -- About Energy Market Authority The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to forge a progressive energy landscape for sustained growth. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. Instagram: @EMA_Singapore | Facebook: facebook.com/EnergyMarketAuthority | Twitter: @EMA_sg | LinkedIn: linkedin.com/company/energy-market-authority-ema-/ About SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and sustainable energy solutions in Singapore and China. As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective world-wide. Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast charging and digital energy solutions for customers in Singapore and the region. For more information, please visit spgroup.com.sg or for follow us on Facebook at fb.com/SPGroupSG, on LinkedIn at spgrp.sg/linkedin and on Twitter @SPGroupSG.   ANNEX FACTSHEET ON THE SINGAPORE POWER GRID DIGITAL TWIN A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2. The digital twin of Singapore’s power grid will comprise two key models: Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory3   Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO)4, the Network Twin is able to provide SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO).   Key benefits of the Grid Digital Twin are: Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets.   Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads.   Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience.   Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) KEY VISUAL FOR ASSET TWIN Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory) KEY VISUAL FOR NETWORK TWIN Dashboard for analysing electric vehicle charging impact on the distribution grid using the Network Twin (Image Credit: Institute of High Performance Computing and TUMCREATE) 1 The Asset Twin is underpinned by five research projects awarded by EMA to SP Group and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory. 2 The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). 3 The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. 4 MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-s- transition-to-electric-vehicles. Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search [Media+Release]+Digital+Twin+for+National+Power+Grid.pdfhttps://www.spgroup.com.sg/dam/spgroup/wcm/connect/spgrp/45562f72-f426-4d68-886e-28ae29cfe57b/%5BMedia+Release%5D+Digital+Twin+for+National+Power+Grid.pdf?MOD=AJPERES&CVID= MEDIA RELEASE 27 October 2021 Singapore’s First Digital Twin for National Power Grid Created in collaboration with government agencies, industry players and research experts to enhance power grid resilience A brighter and more sustainable energy future – this is what Singapore’s first digital twin for the power grid will enable. Supported by the Energy Market Authority (EMA), SP Group (SP) and the Science and Technology Policy and Plans Office (S&TPPO) under the Prime Minister’s Office, the upcoming Grid Digital Twin will serve to enhance Singapore’s grid resilience to ensure grid reliability and support the deployment of cleaner energy sources. 2 The Grid Digital Twin is a virtual representation of the physical power grid assets and network and operates using real-time and historical data. It comprises two key models: • Asset Twin 1 for the health management of grid assets (such as substations, transformers, cables); and • Network Twin 2 for the assessment of impact on the grid when connecting new energy sources or consumers to the grid. The Grid Digital Twin is currently in a prototype stage and is expected to be fully developed over the next few years. When fully deployed, it will enable SP to better plan, operate and maintain the national power grid through modelling and simulations so that the actual works can be carried out in a more effective and efficient way. (Refer to Annex for more information.) 3 Key benefits of the Grid Digital Twin include improving network planning analysis and remote monitoring of asset conditions, thereby saving manpower resources in carrying out extensive physical inspections. As the Grid Digital Twin provides a more holistic model of the grid, it can facilitate planning of infrastructure for 1 The Asset Twin is underpinned by five research projects awarded by EMA to SP Group and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory. 2 The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). different needs (such as installation of electric vehicle chargers, and connection of solar photovoltaic systems and energy storage systems). Progressive enhancements to the Grid Digital Twin are in place to make it more accurate and efficient, as SP continues to digitise the existing electricity assets under the network. 4 In tandem with the Singapore Green Plan 2030, Singapore is looking to greener sources of energy and more diversification of energy supply, such as solar deployments, energy storage systems and vehicle-to-grid technologies. In addition, power grid operations will become more complex with increasing electrification and deployment of more distributed energy resources (DERs). Currently, the national power grid comprises over 18,000 transformers, with more than 27,000 km of underground cables interconnecting over 11,000 substations. The Grid Digital Twin will therefore help to future-proof our power grid, to ensure that it is well-equipped to manage such complexities while maintaining reliability of grid operations. 5 Mr Ngiam Shih Chun, Chief Executive of EMA, said, “The digital twin for our national power grid will help to enhance the reliability of our electricity supply and support our transition towards greater energy sustainability. With the pressing need to tackle climate change, the power grid needs to evolve to support a more complex power system that will connect to more diverse sources of cleaner energy as well as a growing network to meet rising demand.” 6 Mr Stanley Huang, Group Chief Executive Officer of SP Group, said, “SP Group works closely with EMA to explore measures to improve Singapore’s grid reliability and resilience. Harnessing the power of digitisation, the Grid Digital Twin enables us to monitor and test different scenarios based on a virtual replica of the grid. We can then effectively test potential upgrades and enhancements, and future-ready innovations such as the projects under the SP Group - NTU Joint Lab to support our ambition to empower the future of energy.” 7 When completed, the Grid Digital Twin will be a key initiative in contributing towards Singapore’s overall efforts for greater sustainability through enhanced grid network planning and operations. Annex: Factsheet on the Singapore Power Grid Digital Twin About Energy Market Authority -- End -- The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to forge a progressive energy landscape for sustained growth. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. Instagram: @EMA_Singapore | Facebook: facebook.com/EnergyMarketAuthority | Twitter: @EMA_sg | LinkedIn: linkedin.com/company/energy-market-authority-ema-/ About SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and sustainable energy solutions in Singapore and China. As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective world-wide. Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast charging and digital energy solutions for customers in Singapore and the region. For more information, please visit spgroup.com.sg or for follow us on Facebook at fb.com/SPGroupSG, on LinkedIn at spgrp.sg/linkedin and on Twitter @SPGroupSG. ANNEX FACTSHEET ON THE SINGAPORE POWER GRID DIGITAL TWIN A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2 The digital twin of Singapore’s power grid will comprise two key models: a. Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory 3 . b. Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO) 4 , the Network Twin is able to provide SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). 3 The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. 4 MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-stransition-to-electric-vehicles. 3 Key benefits of the Grid Digital Twin are: a. Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets. b. Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads. c. Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience. Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) KEY VISUAL FOR ASSET TWIN Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory) KEY VISUAL OF NETWORK TWIN Dashboard for analysing electric vehicle charging impact on the distribution grid using the Network Twin (Image Credit: Institute of High Performance Computing and TUMCREATE) Singapore's First Digital Twin for National Power Gridhttps://www.spgroup.com.sg/about-us/media-resources/news-and-media-releases/Digital-Twin-for-National-Power-Grid Media Release Singapore's First Digital Twin for National Power Grid 27 October 2021 Singapore’s First Digital Twin for National Power Grid Created in collaboration with government agencies, industry players and research experts to enhance power grid resilience A brighter and more sustainable energy future – this is what Singapore’s first digital twin for the power grid will enable. Supported by the Energy Market Authority (EMA), SP Group (SP) and the Science and Technology Policy and Plans Office (S&TPPO) under the Prime Minister’s Office, the upcoming Grid Digital Twin will serve to enhance Singapore’s grid resilience to ensure grid reliability and support the deployment of cleaner energy sources.   The Grid Digital Twin is a virtual representation of the physical power grid assets and network and operates using real-time and historical data. It comprises two key models: Asset Twin1 for the health management of grid assets (such as substations, transformers, cables); and Network Twin2 for the assessment of impact on the grid when connecting new energy sources or consumers to the grid. The Grid Digital Twin is currently in a prototype stage and is expected to be fully developed over the next few years. When fully deployed, it will enable SP to better plan, operate and maintain the national power grid through modelling and simulations so that the actual works can be carried out in a more effective and efficient way. (Refer to Annex for more information.) Key benefits of the Grid Digital Twin include improving network planning analysis and remote monitoring of asset conditions, thereby saving manpower resources in carrying out extensive physical inspections. As the Grid Digital Twin provides a more holistic model of the grid, it can facilitate planning of infrastructure for different needs (such as installation of electric vehicle chargers, and connection of solar photovoltaic systems and energy storage systems). Progressive enhancements to the Grid Digital Twin are in place to make it more accurate and efficient, as SP continues to digitise the existing electricity assets under the network.   In tandem with the Singapore Green Plan 2030, Singapore is looking to greener sources of energy and more diversification of energy supply, such as solar deployments, energy storage systems and vehicle-to-grid technologies. In addition, power grid operations will become more complex with increasing electrification and deployment of more distributed energy resources (DERs). Currently, the national power grid comprises over 18,000 transformers, with more than 27,000 km of underground cables interconnecting over 11,000 substations. The Grid Digital Twin will therefore help to future-proof our power grid, to ensure that it is well-equipped to manage such complexities while maintaining reliability of grid operations.   Mr Ngiam Shih Chun, Chief Executive of EMA, said, “The digital twin for our national power grid will help to enhance the reliability of our electricity supply and support our transition towards greater energy sustainability. With the pressing need to tackle climate change, the power grid needs to evolve to support a more complex power system that will connect to more diverse sources of cleaner energy as well as a growing network to meet rising demand.”   Mr Stanley Huang, Group Chief Executive Officer of SP Group, said, “SP Group works closely with EMA to explore measures to improve Singapore’s grid reliability and resilience. Harnessing the power of digitisation, the Grid Digital Twin enables us to monitor and test different scenarios based on a virtual replica of the grid. We can then effectively test potential upgrades and enhancements, and future-ready innovations such as the projects under the SP Group - NTU Joint Lab to support our ambition to empower the future of energy.”   When completed, the Grid Digital Twin will be a key initiative in contributing towards Singapore’s overall efforts for greater sustainability through enhanced grid network planning and operations.   Annex: Factsheet on the Singapore Power Grid Digital Twin -- End -- About Energy Market Authority The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to forge a progressive energy landscape for sustained growth. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. Instagram: @EMA_Singapore | Facebook: facebook.com/EnergyMarketAuthority | Twitter: @EMA_sg | LinkedIn: linkedin.com/company/energy-market-authority-ema-/ About SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and sustainable energy solutions in Singapore and China. As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective world-wide. Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast charging and digital energy solutions for customers in Singapore and the region. For more information, please visit spgroup.com.sg or for follow us on Facebook at fb.com/SPGroupSG, on LinkedIn at spgrp.sg/linkedin and on Twitter @SPGroupSG.   ANNEX FACTSHEET ON THE SINGAPORE POWER GRID DIGITAL TWIN A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2. The digital twin of Singapore’s power grid will comprise two key models: Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory3   Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO)4, the Network Twin is able to provide SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO).   Key benefits of the Grid Digital Twin are: Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets.   Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads.   Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience.   Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) KEY VISUAL FOR ASSET TWIN Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory) KEY VISUAL FOR NETWORK TWIN Dashboard for analysing electric vehicle charging impact on the distribution grid using the Network Twin (Image Credit: Institute of High Performance Computing and TUMCREATE) 1 The Asset Twin is underpinned by five research projects awarded by EMA to SP Group and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory. 2 The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). 3 The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. 4 MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-s- transition-to-electric-vehicles. Leveraging Digital Solutions to Future-Proof Singapore’s Energy Gridhttps://www.spgroup.com.sg/about-us/media-resources/news-and-media-releases/Leveraging-Digital-Solutions-to-Future-Proof-Singapore-s-Energy-Grid Media Release Leveraging Digital Solutions to Future-Proof Singapore’s Energy Grid As part of Singapore’s energy transition, the Energy Market Authority (EMA), together with industry partners, have embarked on digital projects to future-proof the nation's energy grid infrastructure. There has been good progress in the development of Singapore’s first Grid Digital Twin and Distributed Energy Resource Management System, and they will continue to be developed over the next few years. These projects will serve to enhance the resilience and reliability of Singapore’s electricity grid and support the deployment of cleaner energy sources. Grid Digital Twin 2. Singapore embarked on the Grid Digital Twin in 2021 with the aim of enhancing Singapore’s grid resilience, reliability, and support the deployment of cleaner energy sources. The Grid Digital Twin, comprising two key models - Digital Asset Twin and Digital Network Twin - is a virtual replica of the physical grid network and infrastructural assets. Created in collaboration with Government agencies, industry players and academia, research and development for Singapore’s first Grid Digital Twin for the national power grid has demonstrated good progress. Digital Asset Twin 3. The Digital Asset Twin is a virtual replica of SP Group’s electricity network assets. Developed by the SP Group, in collaboration with Nanyang Technological University (NTU), the Digital Asset Twin aims to enable network operators to monitor and analyse the condition and performance of grid assets, in order to mitigate potential issues. When fully developed, it is envisaged that the Digital Asset Twin will also enable informed decisions for prioritised and timely renewal and maintenance of grid assets. 4. Through in-house digital development capabilities, SP Group has built the core of the asset dashboard as well as key Artificial Intelligence (AI) engines and algorithms to integrate with sensors in real time. The SP-NTU Joint Lab will provide components of an Asset Health system and cost-effective condition monitoring sensors. SP Group targets to deploy a pilot by 2025. As costs of sensors, digital and communication solutions reduce, they can potentially be applied to the large number of distribution assets, such as the 18,000 transformers across SP’s 12,000 substations. Digital Network Twin 5. EMA has also collaborated with partners such as S&TPPO, A*STAR’s Institute of High Performance Computing (IHPC), and TUMCREATE to develop the Digital Network Twin within the Singapore Integrated Transport and Energy Model (SITEM). With the development of the Digital Network Twin, it enables SITEM to make use of advanced modelling and simulation software to model the impact of additional Electric Vehicle (EV) demand on the grid and identify necessary infrastructure upgrades under different scenarios. This has provided insights to EMA and SP Power Grid (SPPG) on how substation capacity could be optimised to support EV charging. The Digital Network Twin is currently undergoing the next stage of translational research and development in order to deploy the developed solutions into an end-user software solution usable by EMA by 2025. The software solution will help to assess the impact of significant demand changes expected in the distribution grid as energy sector decarbonises. 6. A*STAR has also incorporated high-resolution electricity demand results obtained from the Digital Network Twin into a national-level energy systems model that aims to optimise Singapore’s long-term decarbonisation pathways. The effort has yielded positive initial outcomes through the identification of potential ways to reduce investment costs in the power sector over the next 30 years, as the nation seeks to achieve net zero emissions by 2050. EMA will also work with A*STAR and other partner agencies, through the Centre for Energy and Emissions Modelling (CE2M), to further improve long term power sector decarbonisation planning. 7. Through these initiatives, Singapore will have smarter and more efficient ways of monitoring and predicting the health of the nation’s grid assets and network. In addition, the Grid Digital Twin allows for a risk-free environment to study and test different scenarios. This will help future-proof Singapore’s power grid by ensuring that it is well-equipped to manage increasing electricity demand and changes in energy supply, while maintaining reliability in grid operations. Distributed Energy Resource Management System (DERMS) 8. Distributed Energy Resources (DERs) like solar generation systems, battery Energy Storage Systems (ESS), and Electric Vehicles (EVs) are likely to proliferate in the coming decades. This is because solar power generation and battery ESS are expected to become cheaper and more efficient, given ongoing research and development efforts as well as economies of scale. As such, it is increasingly vital to ensure that Singapore’s grid infrastructure is able to support the integration and deployment of cleaner energy sources.   9. To better optimise the management of small-scale DERs such as solar and EVs across the network, SPPG has embarked on pilot development for a Distributed Energy Resource Management System (DERMS). DERMS is a monitoring and control platform which aims to support SPPG’s network operators with real-time information and control capabilities to optimise DER connections. 10. SP Group has carried out a proof-of-concept in 2021, to explore use cases where monitoring and control of DERs could support network operations. From this first phase, monitoring and control solutions were trialled on test setup to gain first-hand experience and identify potential applications for Singapore’s context. 11. The next phase of the DERMS pilot is focused on solar forecasting and capabilities to prepare for increasing EV adoption, and will be test-bedded at selected SP substations. When fully developed, DERMS will be able to support network operators in the sustainable integration of solar and EV-related DERs into the network, while effectively managing reliability and system costs. ANNEX A: Factsheet on Singapore National Grid Digital Twin -- End -- About the Energy Market Authority The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to build a clean energy future that is resilient, sustainable, and competitive. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. About the SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, as well as sustainable energy solutions in Singapore, China, Thailand and Vietnam.  As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective worldwide.  Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast-charging stations and digital energy solutions for customers in Singapore and the region.  For more information, please visit spgroup.com.sg or follow us on Facebook at spgrp.sg/facebook, LinkedIn at spgrp.sg/linkedin and Instagram at spgrp.sg/Instagram.   ANNEX A: FACTSHEET ON THE SINGAPORE NATIONAL GRID DIGITAL TWIN 1. A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2. The digital twin of Singapore’s national grid will comprise two key models: a. Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. Through in-house digital development capabilities, SP Group has built the core of the asset dashboard and the initial key AI engines and algorithms to integrate with sensors in real time. The SP NTU Joint Lab will provide components of an Asset Health system and break-through cost effective condition monitoring sensors. SP Group targets to deploy a pilot by 2025. As costs of sensors, digital and communication solutions reduce, these digital solutions can potentially be applied to the large number of distribution assets, such as the 18,000 transformers across 12,000 substations.  The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory[1]. b. Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO)[2], the Network Twin is able to provide EMA and SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. EMA and agencies such as A*STAR’s IHPC, S&TPPO, and TUMCREATE, have developed the Singapore Integrated Transport and Energy Model (SITEM) to model the impact of additional Electric Vehicle (EV) demand on the grid and identify necessary infrastructure upgrades under different scenarios. SITEM has provided insights on how substation capacity can be optimised to support EV charging. The first prototype Network Twin was developed as part of the SITEM project by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project was funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO).  IHPC is currently undertaking the next stage of translational R&D that aims to deploy the Network Twin into an end-user software solution usable by EMA engineers by 2025.  EMA will work together with A*STAR and other partner agencies in the Centre for Energy and Emissions Modelling (CE2M), which seeks to support long-term national decarbonisation planning. The initiative aims to develop a federated systems architecture that integrates the national energy system model, with sectoral models such as power and transport.  The modelling effort would better inform Singapore’s net-zero strategy, including our future power grid. 3. Key benefits of the Grid Digital Twin are: a. Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets.  b. Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads. c. Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience. [1] The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. [2] MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-s-transition-to-electric-vehicles. Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory) Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search [Media+Release]+Digital+Twin+for+National+Power+Grid.pdfhttps://www.spgroup.com.sg/dam/spgroup/wcm/connect/spgrp/45562f72-f426-4d68-886e-28ae29cfe57b/%5BMedia+Release%5D+Digital+Twin+for+National+Power+Grid.pdf?MOD=AJPERES&CVID= MEDIA RELEASE 27 October 2021 Singapore’s First Digital Twin for National Power Grid Created in collaboration with government agencies, industry players and research experts to enhance power grid resilience A brighter and more sustainable energy future – this is what Singapore’s first digital twin for the power grid will enable. Supported by the Energy Market Authority (EMA), SP Group (SP) and the Science and Technology Policy and Plans Office (S&TPPO) under the Prime Minister’s Office, the upcoming Grid Digital Twin will serve to enhance Singapore’s grid resilience to ensure grid reliability and support the deployment of cleaner energy sources. 2 The Grid Digital Twin is a virtual representation of the physical power grid assets and network and operates using real-time and historical data. It comprises two key models: • Asset Twin 1 for the health management of grid assets (such as substations, transformers, cables); and • Network Twin 2 for the assessment of impact on the grid when connecting new energy sources or consumers to the grid. The Grid Digital Twin is currently in a prototype stage and is expected to be fully developed over the next few years. When fully deployed, it will enable SP to better plan, operate and maintain the national power grid through modelling and simulations so that the actual works can be carried out in a more effective and efficient way. (Refer to Annex for more information.) 3 Key benefits of the Grid Digital Twin include improving network planning analysis and remote monitoring of asset conditions, thereby saving manpower resources in carrying out extensive physical inspections. As the Grid Digital Twin provides a more holistic model of the grid, it can facilitate planning of infrastructure for 1 The Asset Twin is underpinned by five research projects awarded by EMA to SP Group and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory. 2 The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). different needs (such as installation of electric vehicle chargers, and connection of solar photovoltaic systems and energy storage systems). Progressive enhancements to the Grid Digital Twin are in place to make it more accurate and efficient, as SP continues to digitise the existing electricity assets under the network. 4 In tandem with the Singapore Green Plan 2030, Singapore is looking to greener sources of energy and more diversification of energy supply, such as solar deployments, energy storage systems and vehicle-to-grid technologies. In addition, power grid operations will become more complex with increasing electrification and deployment of more distributed energy resources (DERs). Currently, the national power grid comprises over 18,000 transformers, with more than 27,000 km of underground cables interconnecting over 11,000 substations. The Grid Digital Twin will therefore help to future-proof our power grid, to ensure that it is well-equipped to manage such complexities while maintaining reliability of grid operations. 5 Mr Ngiam Shih Chun, Chief Executive of EMA, said, “The digital twin for our national power grid will help to enhance the reliability of our electricity supply and support our transition towards greater energy sustainability. With the pressing need to tackle climate change, the power grid needs to evolve to support a more complex power system that will connect to more diverse sources of cleaner energy as well as a growing network to meet rising demand.” 6 Mr Stanley Huang, Group Chief Executive Officer of SP Group, said, “SP Group works closely with EMA to explore measures to improve Singapore’s grid reliability and resilience. Harnessing the power of digitisation, the Grid Digital Twin enables us to monitor and test different scenarios based on a virtual replica of the grid. We can then effectively test potential upgrades and enhancements, and future-ready innovations such as the projects under the SP Group - NTU Joint Lab to support our ambition to empower the future of energy.” 7 When completed, the Grid Digital Twin will be a key initiative in contributing towards Singapore’s overall efforts for greater sustainability through enhanced grid network planning and operations. Annex: Factsheet on the Singapore Power Grid Digital Twin About Energy Market Authority -- End -- The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to forge a progressive energy landscape for sustained growth. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. Instagram: @EMA_Singapore | Facebook: facebook.com/EnergyMarketAuthority | Twitter: @EMA_sg | LinkedIn: linkedin.com/company/energy-market-authority-ema-/ About SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and sustainable energy solutions in Singapore and China. As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective world-wide. Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast charging and digital energy solutions for customers in Singapore and the region. For more information, please visit spgroup.com.sg or for follow us on Facebook at fb.com/SPGroupSG, on LinkedIn at spgrp.sg/linkedin and on Twitter @SPGroupSG. ANNEX FACTSHEET ON THE SINGAPORE POWER GRID DIGITAL TWIN A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2 The digital twin of Singapore’s power grid will comprise two key models: a. Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory 3 . b. Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO) 4 , the Network Twin is able to provide SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). 3 The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. 4 MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-stransition-to-electric-vehicles. 3 Key benefits of the Grid Digital Twin are: a. Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets. b. Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads. c. Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience. Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) KEY VISUAL FOR ASSET TWIN Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory) KEY VISUAL OF NETWORK TWIN Dashboard for analysing electric vehicle charging impact on the distribution grid using the Network Twin (Image Credit: Institute of High Performance Computing and TUMCREATE) Singapore's First Digital Twin for National Power Gridhttps://www.spgroup.com.sg/about-us/media-resources/news-and-media-releases/Digital-Twin-for-National-Power-Grid Media Release Singapore's First Digital Twin for National Power Grid 27 October 2021 Singapore’s First Digital Twin for National Power Grid Created in collaboration with government agencies, industry players and research experts to enhance power grid resilience A brighter and more sustainable energy future – this is what Singapore’s first digital twin for the power grid will enable. Supported by the Energy Market Authority (EMA), SP Group (SP) and the Science and Technology Policy and Plans Office (S&TPPO) under the Prime Minister’s Office, the upcoming Grid Digital Twin will serve to enhance Singapore’s grid resilience to ensure grid reliability and support the deployment of cleaner energy sources.   The Grid Digital Twin is a virtual representation of the physical power grid assets and network and operates using real-time and historical data. It comprises two key models: Asset Twin1 for the health management of grid assets (such as substations, transformers, cables); and Network Twin2 for the assessment of impact on the grid when connecting new energy sources or consumers to the grid. The Grid Digital Twin is currently in a prototype stage and is expected to be fully developed over the next few years. When fully deployed, it will enable SP to better plan, operate and maintain the national power grid through modelling and simulations so that the actual works can be carried out in a more effective and efficient way. (Refer to Annex for more information.) Key benefits of the Grid Digital Twin include improving network planning analysis and remote monitoring of asset conditions, thereby saving manpower resources in carrying out extensive physical inspections. As the Grid Digital Twin provides a more holistic model of the grid, it can facilitate planning of infrastructure for different needs (such as installation of electric vehicle chargers, and connection of solar photovoltaic systems and energy storage systems). Progressive enhancements to the Grid Digital Twin are in place to make it more accurate and efficient, as SP continues to digitise the existing electricity assets under the network.   In tandem with the Singapore Green Plan 2030, Singapore is looking to greener sources of energy and more diversification of energy supply, such as solar deployments, energy storage systems and vehicle-to-grid technologies. In addition, power grid operations will become more complex with increasing electrification and deployment of more distributed energy resources (DERs). Currently, the national power grid comprises over 18,000 transformers, with more than 27,000 km of underground cables interconnecting over 11,000 substations. The Grid Digital Twin will therefore help to future-proof our power grid, to ensure that it is well-equipped to manage such complexities while maintaining reliability of grid operations.   Mr Ngiam Shih Chun, Chief Executive of EMA, said, “The digital twin for our national power grid will help to enhance the reliability of our electricity supply and support our transition towards greater energy sustainability. With the pressing need to tackle climate change, the power grid needs to evolve to support a more complex power system that will connect to more diverse sources of cleaner energy as well as a growing network to meet rising demand.”   Mr Stanley Huang, Group Chief Executive Officer of SP Group, said, “SP Group works closely with EMA to explore measures to improve Singapore’s grid reliability and resilience. Harnessing the power of digitisation, the Grid Digital Twin enables us to monitor and test different scenarios based on a virtual replica of the grid. We can then effectively test potential upgrades and enhancements, and future-ready innovations such as the projects under the SP Group - NTU Joint Lab to support our ambition to empower the future of energy.”   When completed, the Grid Digital Twin will be a key initiative in contributing towards Singapore’s overall efforts for greater sustainability through enhanced grid network planning and operations.   Annex: Factsheet on the Singapore Power Grid Digital Twin -- End -- About Energy Market Authority The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to forge a progressive energy landscape for sustained growth. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. Instagram: @EMA_Singapore | Facebook: facebook.com/EnergyMarketAuthority | Twitter: @EMA_sg | LinkedIn: linkedin.com/company/energy-market-authority-ema-/ About SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and sustainable energy solutions in Singapore and China. As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective world-wide. Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast charging and digital energy solutions for customers in Singapore and the region. For more information, please visit spgroup.com.sg or for follow us on Facebook at fb.com/SPGroupSG, on LinkedIn at spgrp.sg/linkedin and on Twitter @SPGroupSG.   ANNEX FACTSHEET ON THE SINGAPORE POWER GRID DIGITAL TWIN A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning

Search SPD23_6450 SP App Digital Brochure_R4https://www.spgroup.com.sg/dam/jcr:7757fa21-6247-4b58-8c7c-bbf1c1a92ef3/SPD23_6450%20SP%20App%20Digital%20Brochure_R4.pdf Managing your utilities is easy, quick, and green! Download the SP app now! Convenience and sustainability, all within the app! Submit meter readings Explore sustainable products on Green Marketplace Green your electricity consumption with My Green Credits™ Locate an EV charger, charge and pay View and pay bills Track your carbon footprint Open account, link and track your consumption Utilities Management with Consumption Insights Manage your utilities account anywhere, anytime. Monitor your utilities consumption through dynamic insights and save energy. You can: • Open and close your utilities account • Link your utilities account to track your consumption • View your consumption in an hourly, monthly and yearly comparison • Submit meter readings for electricity, water and gas • Reschedule appointments My Carbon Footprint A calculator that helps you understand the impact of your actions on the environment, this tracker promotes changes in behaviour and lifestyle to reduce your carbon emissions. Calculate your carbon footprint based on your lifestyle choices such as in food, transportation and the use of electrical appliances. View and pay bills Never worry again about missing a payment, queuing to pay or finding your past or present bills. View and pay your bills on the go with your preferred card or via PayNow QR. You may also choose to set it on recurring payment. Adhoc payments STEP 1 Select the Bills tab > Select a bill. STEP 2 Select a payment method. STEP 3 Complete your payment. Recurring payments Have the option to set it on automatic monthly recurring payment to avoid missing a payment. STEP 1 Select the Profile tab. STEP 2 Select your Payment Method. STEP 3 Select your default card for recurring payments. STEP 4 Choose the Account to set up recurring and select Submit. Electric Vehicle (EV) Charging Your green mobility journey is an easy ride with Singapore’s largest fast-charging network via the app. Search for the nearest available charging points, receive updates about your charging sessions and make payments seamlessly. My Green Credits™ Support the growth of renewable energy projects through the purchase of renewable energy certificates (RECs), that represent the environmental attributes of the generation of a one-megawatt hour (MWh) of energy produced by renewable sources such as solar, wind and others. With every purchase of My Green Credits from the OneMillionTrees Initiative category, SP Group pledges to donate 15% of proceeds to support the OneMillionTrees movement in partnership with Garden City Fund under NParks. Green Marketplace Welcome to Green Marketplace, where you can find greener choices for your planned purchases. These include financial services which encourage green living, for instance a home loan with incentives for solar panel installation, or a car insurance plan that rewards you for driving less! You can look for car loans specifically designed for the purchase of Electric Vehicles (EVs). You can choose home loans that encourage greener living, for instance with incentives for solar panel installation, or rewards if your home incorporates sustainability features. You can even choose financial services that encourage green behaviour, including an innovative car insurance plan that rewards you for driving less! In the meantime, you’ll gain insights on how your choices can reduce your carbon footprint and save costs. © 2023 Singapore Power Ltd. All Rights Reserved Information is accurate as of July 2023 publication. Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Singapore's First Digital Twin for National Power Gridhttps://www.spgroup.com.sg/about-us/media-resources/news-and-media-releases/Digital-Twin-for-National-Power-Grid Media Release Singapore's First Digital Twin for National Power Grid 27 October 2021 Singapore’s First Digital Twin for National Power Grid Created in collaboration with government agencies, industry players and research experts to enhance power grid resilience A brighter and more sustainable energy future – this is what Singapore’s first digital twin for the power grid will enable. Supported by the Energy Market Authority (EMA), SP Group (SP) and the Science and Technology Policy and Plans Office (S&TPPO) under the Prime Minister’s Office, the upcoming Grid Digital Twin will serve to enhance Singapore’s grid resilience to ensure grid reliability and support the deployment of cleaner energy sources.   The Grid Digital Twin is a virtual representation of the physical power grid assets and network and operates using real-time and historical data. It comprises two key models: Asset Twin1 for the health management of grid assets (such as substations, transformers, cables); and Network Twin2 for the assessment of impact on the grid when connecting new energy sources or consumers to the grid. The Grid Digital Twin is currently in a prototype stage and is expected to be fully developed over the next few years. When fully deployed, it will enable SP to better plan, operate and maintain the national power grid through modelling and simulations so that the actual works can be carried out in a more effective and efficient way. (Refer to Annex for more information.) Key benefits of the Grid Digital Twin include improving network planning analysis and remote monitoring of asset conditions, thereby saving manpower resources in carrying out extensive physical inspections. As the Grid Digital Twin provides a more holistic model of the grid, it can facilitate planning of infrastructure for different needs (such as installation of electric vehicle chargers, and connection of solar photovoltaic systems and energy storage systems). Progressive enhancements to the Grid Digital Twin are in place to make it more accurate and efficient, as SP continues to digitise the existing electricity assets under the network.   In tandem with the Singapore Green Plan 2030, Singapore is looking to greener sources of energy and more diversification of energy supply, such as solar deployments, energy storage systems and vehicle-to-grid technologies. In addition, power grid operations will become more complex with increasing electrification and deployment of more distributed energy resources (DERs). Currently, the national power grid comprises over 18,000 transformers, with more than 27,000 km of underground cables interconnecting over 11,000 substations. The Grid Digital Twin will therefore help to future-proof our power grid, to ensure that it is well-equipped to manage such complexities while maintaining reliability of grid operations.   Mr Ngiam Shih Chun, Chief Executive of EMA, said, “The digital twin for our national power grid will help to enhance the reliability of our electricity supply and support our transition towards greater energy sustainability. With the pressing need to tackle climate change, the power grid needs to evolve to support a more complex power system that will connect to more diverse sources of cleaner energy as well as a growing network to meet rising demand.”   Mr Stanley Huang, Group Chief Executive Officer of SP Group, said, “SP Group works closely with EMA to explore measures to improve Singapore’s grid reliability and resilience. Harnessing the power of digitisation, the Grid Digital Twin enables us to monitor and test different scenarios based on a virtual replica of the grid. We can then effectively test potential upgrades and enhancements, and future-ready innovations such as the projects under the SP Group - NTU Joint Lab to support our ambition to empower the future of energy.”   When completed, the Grid Digital Twin will be a key initiative in contributing towards Singapore’s overall efforts for greater sustainability through enhanced grid network planning and operations.   Annex: Factsheet on the Singapore Power Grid Digital Twin -- End -- About Energy Market Authority The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to forge a progressive energy landscape for sustained growth. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. Instagram: @EMA_Singapore | Facebook: facebook.com/EnergyMarketAuthority | Twitter: @EMA_sg | LinkedIn: linkedin.com/company/energy-market-authority-ema-/ About SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and sustainable energy solutions in Singapore and China. As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective world-wide. Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast charging and digital energy solutions for customers in Singapore and the region. For more information, please visit spgroup.com.sg or for follow us on Facebook at fb.com/SPGroupSG, on LinkedIn at spgrp.sg/linkedin and on Twitter @SPGroupSG.   ANNEX FACTSHEET ON THE SINGAPORE POWER GRID DIGITAL TWIN A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2. The digital twin of Singapore’s power grid will comprise two key models: Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory3   Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO)4, the Network Twin is able to provide SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO).   Key benefits of the Grid Digital Twin are: Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets.   Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads.   Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience.   Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) KEY VISUAL FOR ASSET TWIN Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory) KEY VISUAL FOR NETWORK TWIN Dashboard for analysing electric vehicle charging impact on the distribution grid using the Network Twin (Image Credit: Institute of High Performance Computing and TUMCREATE) 1 The Asset Twin is underpinned by five research projects awarded by EMA to SP Group and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory. 2 The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). 3 The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. 4 MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-s- transition-to-electric-vehicles. Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Singapore's First Digital Twin for National Power Gridhttps://www.spgroup.com.sg/about-us/media-resources/news-and-media-releases/Digital-Twin-for-National-Power-Grid Media Release Singapore's First Digital Twin for National Power Grid 27 October 2021 Singapore’s First Digital Twin for National Power Grid Created in collaboration with government agencies, industry players and research experts to enhance power grid resilience A brighter and more sustainable energy future – this is what Singapore’s first digital twin for the power grid will enable. Supported by the Energy Market Authority (EMA), SP Group (SP) and the Science and Technology Policy and Plans Office (S&TPPO) under the Prime Minister’s Office, the upcoming Grid Digital Twin will serve to enhance Singapore’s grid resilience to ensure grid reliability and support the deployment of cleaner energy sources.   The Grid Digital Twin is a virtual representation of the physical power grid assets and network and operates using real-time and historical data. It comprises two key models: Asset Twin1 for the health management of grid assets (such as substations, transformers, cables); and Network Twin2 for the assessment of impact on the grid when connecting new energy sources or consumers to the grid. The Grid Digital Twin is currently in a prototype stage and is expected to be fully developed over the next few years. When fully deployed, it will enable SP to better plan, operate and maintain the national power grid through modelling and simulations so that the actual works can be carried out in a more effective and efficient way. (Refer to Annex for more information.) Key benefits of the Grid Digital Twin include improving network planning analysis and remote monitoring of asset conditions, thereby saving manpower resources in carrying out extensive physical inspections. As the Grid Digital Twin provides a more holistic model of the grid, it can facilitate planning of infrastructure for different needs (such as installation of electric vehicle chargers, and connection of solar photovoltaic systems and energy storage systems). Progressive enhancements to the Grid Digital Twin are in place to make it more accurate and efficient, as SP continues to digitise the existing electricity assets under the network.   In tandem with the Singapore Green Plan 2030, Singapore is looking to greener sources of energy and more diversification of energy supply, such as solar deployments, energy storage systems and vehicle-to-grid technologies. In addition, power grid operations will become more complex with increasing electrification and deployment of more distributed energy resources (DERs). Currently, the national power grid comprises over 18,000 transformers, with more than 27,000 km of underground cables interconnecting over 11,000 substations. The Grid Digital Twin will therefore help to future-proof our power grid, to ensure that it is well-equipped to manage such complexities while maintaining reliability of grid operations.   Mr Ngiam Shih Chun, Chief Executive of EMA, said, “The digital twin for our national power grid will help to enhance the reliability of our electricity supply and support our transition towards greater energy sustainability. With the pressing need to tackle climate change, the power grid needs to evolve to support a more complex power system that will connect to more diverse sources of cleaner energy as well as a growing network to meet rising demand.”   Mr Stanley Huang, Group Chief Executive Officer of SP Group, said, “SP Group works closely with EMA to explore measures to improve Singapore’s grid reliability and resilience. Harnessing the power of digitisation, the Grid Digital Twin enables us to monitor and test different scenarios based on a virtual replica of the grid. We can then effectively test potential upgrades and enhancements, and future-ready innovations such as the projects under the SP Group - NTU Joint Lab to support our ambition to empower the future of energy.”   When completed, the Grid Digital Twin will be a key initiative in contributing towards Singapore’s overall efforts for greater sustainability through enhanced grid network planning and operations.   Annex: Factsheet on the Singapore Power Grid Digital Twin -- End -- About Energy Market Authority The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to forge a progressive energy landscape for sustained growth. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. Instagram: @EMA_Singapore | Facebook: facebook.com/EnergyMarketAuthority | Twitter: @EMA_sg | LinkedIn: linkedin.com/company/energy-market-authority-ema-/ About SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and sustainable energy solutions in Singapore and China. As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective world-wide. Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast charging and digital energy solutions for customers in Singapore and the region. For more information, please visit spgroup.com.sg or for follow us on Facebook at fb.com/SPGroupSG, on LinkedIn at spgrp.sg/linkedin and on Twitter @SPGroupSG.   ANNEX FACTSHEET ON THE SINGAPORE POWER GRID DIGITAL TWIN A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2. The digital twin of Singapore’s power grid will comprise two key models: Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory3   Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO)4, the Network Twin is able to provide SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO).   Key benefits of the Grid Digital Twin are: Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets.   Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads.   Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience.   Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) KEY VISUAL FOR ASSET TWIN Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory) KEY VISUAL FOR NETWORK TWIN Dashboard for analysing electric vehicle charging impact on the distribution grid using the Network Twin (Image Credit: Institute of High Performance Computing and TUMCREATE) 1 The Asset Twin is underpinned by five research projects awarded by EMA to SP Group and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory. 2 The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). 3 The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. 4 MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-s- transition-to-electric-vehicles. Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Singapore's First Digital Twin for National Power Gridhttps://www.spgroup.com.sg/about-us/media-resources/news-and-media-releases/Digital-Twin-for-National-Power-Grid Media Release Singapore's First Digital Twin for National Power Grid 27 October 2021 Singapore’s First Digital Twin for National Power Grid Created in collaboration with government agencies, industry players and research experts to enhance power grid resilience A brighter and more sustainable energy future – this is what Singapore’s first digital twin for the power grid will enable. Supported by the Energy Market Authority (EMA), SP Group (SP) and the Science and Technology Policy and Plans Office (S&TPPO) under the Prime Minister’s Office, the upcoming Grid Digital Twin will serve to enhance Singapore’s grid resilience to ensure grid reliability and support the deployment of cleaner energy sources.   The Grid Digital Twin is a virtual representation of the physical power grid assets and network and operates using real-time and historical data. It comprises two key models: Asset Twin1 for the health management of grid assets (such as substations, transformers, cables); and Network Twin2 for the assessment of impact on the grid when connecting new energy sources or consumers to the grid. The Grid Digital Twin is currently in a prototype stage and is expected to be fully developed over the next few years. When fully deployed, it will enable SP to better plan, operate and maintain the national power grid through modelling and simulations so that the actual works can be carried out in a more effective and efficient way. (Refer to Annex for more information.) Key benefits of the Grid Digital Twin include improving network planning analysis and remote monitoring of asset conditions, thereby saving manpower resources in carrying out extensive physical inspections. As the Grid Digital Twin provides a more holistic model of the grid, it can facilitate planning of infrastructure for different needs (such as installation of electric vehicle chargers, and connection of solar photovoltaic systems and energy storage systems). Progressive enhancements to the Grid Digital Twin are in place to make it more accurate and efficient, as SP continues to digitise the existing electricity assets under the network.   In tandem with the Singapore Green Plan 2030, Singapore is looking to greener sources of energy and more diversification of energy supply, such as solar deployments, energy storage systems and vehicle-to-grid technologies. In addition, power grid operations will become more complex with increasing electrification and deployment of more distributed energy resources (DERs). Currently, the national power grid comprises over 18,000 transformers, with more than 27,000 km of underground cables interconnecting over 11,000 substations. The Grid Digital Twin will therefore help to future-proof our power grid, to ensure that it is well-equipped to manage such complexities while maintaining reliability of grid operations.   Mr Ngiam Shih Chun, Chief Executive of EMA, said, “The digital twin for our national power grid will help to enhance the reliability of our electricity supply and support our transition towards greater energy sustainability. With the pressing need to tackle climate change, the power grid needs to evolve to support a more complex power system that will connect to more diverse sources of cleaner energy as well as a growing network to meet rising demand.”   Mr Stanley Huang, Group Chief Executive Officer of SP Group, said, “SP Group works closely with EMA to explore measures to improve Singapore’s grid reliability and resilience. Harnessing the power of digitisation, the Grid Digital Twin enables us to monitor and test different scenarios based on a virtual replica of the grid. We can then effectively test potential upgrades and enhancements, and future-ready innovations such as the projects under the SP Group - NTU Joint Lab to support our ambition to empower the future of energy.”   When completed, the Grid Digital Twin will be a key initiative in contributing towards Singapore’s overall efforts for greater sustainability through enhanced grid network planning and operations.   Annex: Factsheet on the Singapore Power Grid Digital Twin -- End -- About Energy Market Authority The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to forge a progressive energy landscape for sustained growth. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. Instagram: @EMA_Singapore | Facebook: facebook.com/EnergyMarketAuthority | Twitter: @EMA_sg | LinkedIn: linkedin.com/company/energy-market-authority-ema-/ About SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and sustainable energy solutions in Singapore and China. As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective world-wide. Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast charging and digital energy solutions for customers in Singapore and the region. For more information, please visit spgroup.com.sg or for follow us on Facebook at fb.com/SPGroupSG, on LinkedIn at spgrp.sg/linkedin and on Twitter @SPGroupSG.   ANNEX FACTSHEET ON THE SINGAPORE POWER GRID DIGITAL TWIN A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2. The digital twin of Singapore’s power grid will comprise two key models: Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory3   Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO)4, the Network Twin is able to provide SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO).   Key benefits of the Grid Digital Twin are: Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets.   Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads.   Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience.   Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) KEY VISUAL FOR ASSET TWIN Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory) KEY VISUAL FOR NETWORK TWIN Dashboard for analysing electric vehicle charging impact on the distribution grid using the Network Twin (Image Credit: Institute of High Performance Computing and TUMCREATE) 1 The Asset Twin is underpinned by five research projects awarded by EMA to SP Group and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory. 2 The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). 3 The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. 4 MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-s- transition-to-electric-vehicles. Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Singapore's First Digital Twin for National Power Gridhttps://www.spgroup.com.sg/about-us/media-resources/news-and-media-releases/Digital-Twin-for-National-Power-Grid Media Release Singapore's First Digital Twin for National Power Grid 27 October 2021 Singapore’s First Digital Twin for National Power Grid Created in collaboration with government agencies, industry players and research experts to enhance power grid resilience A brighter and more sustainable energy future – this is what Singapore’s first digital twin for the power grid will enable. Supported by the Energy Market Authority (EMA), SP Group (SP) and the Science and Technology Policy and Plans Office (S&TPPO) under the Prime Minister’s Office, the upcoming Grid Digital Twin will serve to enhance Singapore’s grid resilience to ensure grid reliability and support the deployment of cleaner energy sources.   The Grid Digital Twin is a virtual representation of the physical power grid assets and network and operates using real-time and historical data. It comprises two key models: Asset Twin1 for the health management of grid assets (such as substations, transformers, cables); and Network Twin2 for the assessment of impact on the grid when connecting new energy sources or consumers to the grid. The Grid Digital Twin is currently in a prototype stage and is expected to be fully developed over the next few years. When fully deployed, it will enable SP to better plan, operate and maintain the national power grid through modelling and simulations so that the actual works can be carried out in a more effective and efficient way. (Refer to Annex for more information.) Key benefits of the Grid Digital Twin include improving network planning analysis and remote monitoring of asset conditions, thereby saving manpower resources in carrying out extensive physical inspections. As the Grid Digital Twin provides a more holistic model of the grid, it can facilitate planning of infrastructure for different needs (such as installation of electric vehicle chargers, and connection of solar photovoltaic systems and energy storage systems). Progressive enhancements to the Grid Digital Twin are in place to make it more accurate and efficient, as SP continues to digitise the existing electricity assets under the network.   In tandem with the Singapore Green Plan 2030, Singapore is looking to greener sources of energy and more diversification of energy supply, such as solar deployments, energy storage systems and vehicle-to-grid technologies. In addition, power grid operations will become more complex with increasing electrification and deployment of more distributed energy resources (DERs). Currently, the national power grid comprises over 18,000 transformers, with more than 27,000 km of underground cables interconnecting over 11,000 substations. The Grid Digital Twin will therefore help to future-proof our power grid, to ensure that it is well-equipped to manage such complexities while maintaining reliability of grid operations.   Mr Ngiam Shih Chun, Chief Executive of EMA, said, “The digital twin for our national power grid will help to enhance the reliability of our electricity supply and support our transition towards greater energy sustainability. With the pressing need to tackle climate change, the power grid needs to evolve to support a more complex power system that will connect to more diverse sources of cleaner energy as well as a growing network to meet rising demand.”   Mr Stanley Huang, Group Chief Executive Officer of SP Group, said, “SP Group works closely with EMA to explore measures to improve Singapore’s grid reliability and resilience. Harnessing the power of digitisation, the Grid Digital Twin enables us to monitor and test different scenarios based on a virtual replica of the grid. We can then effectively test potential upgrades and enhancements, and future-ready innovations such as the projects under the SP Group - NTU Joint Lab to support our ambition to empower the future of energy.”   When completed, the Grid Digital Twin will be a key initiative in contributing towards Singapore’s overall efforts for greater sustainability through enhanced grid network planning and operations.   Annex: Factsheet on the Singapore Power Grid Digital Twin -- End -- About Energy Market Authority The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to forge a progressive energy landscape for sustained growth. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. Instagram: @EMA_Singapore | Facebook: facebook.com/EnergyMarketAuthority | Twitter: @EMA_sg | LinkedIn: linkedin.com/company/energy-market-authority-ema-/ About SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and sustainable energy solutions in Singapore and China. As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective world-wide. Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast charging and digital energy solutions for customers in Singapore and the region. For more information, please visit spgroup.com.sg or for follow us on Facebook at fb.com/SPGroupSG, on LinkedIn at spgrp.sg/linkedin and on Twitter @SPGroupSG.   ANNEX FACTSHEET ON THE SINGAPORE POWER GRID DIGITAL TWIN A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2. The digital twin of Singapore’s power grid will comprise two key models: Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory3   Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO)4, the Network Twin is able to provide SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO).   Key benefits of the Grid Digital Twin are: Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets.   Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads.   Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience.   Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) KEY VISUAL FOR ASSET TWIN Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory) KEY VISUAL FOR NETWORK TWIN Dashboard for analysing electric vehicle charging impact on the distribution grid using the Network Twin (Image Credit: Institute of High Performance Computing and TUMCREATE) 1 The Asset Twin is underpinned by five research projects awarded by EMA to SP Group and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory. 2 The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). 3 The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. 4 MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-s- transition-to-electric-vehicles. Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search [Media+Release]+Digital+Twin+for+National+Power+Grid.pdfhttps://www.spgroup.com.sg/dam/spgroup/wcm/connect/spgrp/45562f72-f426-4d68-886e-28ae29cfe57b/%5BMedia+Release%5D+Digital+Twin+for+National+Power+Grid.pdf?MOD=AJPERES&CVID= MEDIA RELEASE 27 October 2021 Singapore’s First Digital Twin for National Power Grid Created in collaboration with government agencies, industry players and research experts to enhance power grid resilience A brighter and more sustainable energy future – this is what Singapore’s first digital twin for the power grid will enable. Supported by the Energy Market Authority (EMA), SP Group (SP) and the Science and Technology Policy and Plans Office (S&TPPO) under the Prime Minister’s Office, the upcoming Grid Digital Twin will serve to enhance Singapore’s grid resilience to ensure grid reliability and support the deployment of cleaner energy sources. 2 The Grid Digital Twin is a virtual representation of the physical power grid assets and network and operates using real-time and historical data. It comprises two key models: • Asset Twin 1 for the health management of grid assets (such as substations, transformers, cables); and • Network Twin 2 for the assessment of impact on the grid when connecting new energy sources or consumers to the grid. The Grid Digital Twin is currently in a prototype stage and is expected to be fully developed over the next few years. When fully deployed, it will enable SP to better plan, operate and maintain the national power grid through modelling and simulations so that the actual works can be carried out in a more effective and efficient way. (Refer to Annex for more information.) 3 Key benefits of the Grid Digital Twin include improving network planning analysis and remote monitoring of asset conditions, thereby saving manpower resources in carrying out extensive physical inspections. As the Grid Digital Twin provides a more holistic model of the grid, it can facilitate planning of infrastructure for 1 The Asset Twin is underpinned by five research projects awarded by EMA to SP Group and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory. 2 The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). different needs (such as installation of electric vehicle chargers, and connection of solar photovoltaic systems and energy storage systems). Progressive enhancements to the Grid Digital Twin are in place to make it more accurate and efficient, as SP continues to digitise the existing electricity assets under the network. 4 In tandem with the Singapore Green Plan 2030, Singapore is looking to greener sources of energy and more diversification of energy supply, such as solar deployments, energy storage systems and vehicle-to-grid technologies. In addition, power grid operations will become more complex with increasing electrification and deployment of more distributed energy resources (DERs). Currently, the national power grid comprises over 18,000 transformers, with more than 27,000 km of underground cables interconnecting over 11,000 substations. The Grid Digital Twin will therefore help to future-proof our power grid, to ensure that it is well-equipped to manage such complexities while maintaining reliability of grid operations. 5 Mr Ngiam Shih Chun, Chief Executive of EMA, said, “The digital twin for our national power grid will help to enhance the reliability of our electricity supply and support our transition towards greater energy sustainability. With the pressing need to tackle climate change, the power grid needs to evolve to support a more complex power system that will connect to more diverse sources of cleaner energy as well as a growing network to meet rising demand.” 6 Mr Stanley Huang, Group Chief Executive Officer of SP Group, said, “SP Group works closely with EMA to explore measures to improve Singapore’s grid reliability and resilience. Harnessing the power of digitisation, the Grid Digital Twin enables us to monitor and test different scenarios based on a virtual replica of the grid. We can then effectively test potential upgrades and enhancements, and future-ready innovations such as the projects under the SP Group - NTU Joint Lab to support our ambition to empower the future of energy.” 7 When completed, the Grid Digital Twin will be a key initiative in contributing towards Singapore’s overall efforts for greater sustainability through enhanced grid network planning and operations. Annex: Factsheet on the Singapore Power Grid Digital Twin About Energy Market Authority -- End -- The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to forge a progressive energy landscape for sustained growth. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. Instagram: @EMA_Singapore | Facebook: facebook.com/EnergyMarketAuthority | Twitter: @EMA_sg | LinkedIn: linkedin.com/company/energy-market-authority-ema-/ About SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and sustainable energy solutions in Singapore and China. As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective world-wide. Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast charging and digital energy solutions for customers in Singapore and the region. For more information, please visit spgroup.com.sg or for follow us on Facebook at fb.com/SPGroupSG, on LinkedIn at spgrp.sg/linkedin and on Twitter @SPGroupSG. ANNEX FACTSHEET ON THE SINGAPORE POWER GRID DIGITAL TWIN A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2 The digital twin of Singapore’s power grid will comprise two key models: a. Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory 3 . b. Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO) 4 , the Network Twin is able to provide SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). 3 The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. 4 MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-stransition-to-electric-vehicles. 3 Key benefits of the Grid Digital Twin are: a. Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets. b. Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads. c. Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience. Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) KEY VISUAL FOR ASSET TWIN Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory) KEY VISUAL OF NETWORK TWIN Dashboard for analysing electric vehicle charging impact on the distribution grid using the Network Twin (Image Credit: Institute of High Performance Computing and TUMCREATE) Singapore's First Digital Twin for National Power Gridhttps://www.spgroup.com.sg/about-us/media-resources/news-and-media-releases/Digital-Twin-for-National-Power-Grid Media Release Singapore's First Digital Twin for National Power Grid 27 October 2021 Singapore’s First Digital Twin for National Power Grid Created in collaboration with government agencies, industry players and research experts to enhance power grid resilience A brighter and more sustainable energy future – this is what Singapore’s first digital twin for the power grid will enable. Supported by the Energy Market Authority (EMA), SP Group (SP) and the Science and Technology Policy and Plans Office (S&TPPO) under the Prime Minister’s Office, the upcoming Grid Digital Twin will serve to enhance Singapore’s grid resilience to ensure grid reliability and support the deployment of cleaner energy sources.   The Grid Digital Twin is a virtual representation of the physical power grid assets and network and operates using real-time and historical data. It comprises two key models: Asset Twin1 for the health management of grid assets (such as substations, transformers, cables); and Network Twin2 for the assessment of impact on the grid when connecting new energy sources or consumers to the grid. The Grid Digital Twin is currently in a prototype stage and is expected to be fully developed over the next few years. When fully deployed, it will enable SP to better plan, operate and maintain the national power grid through modelling and simulations so that the actual works can be carried out in a more effective and efficient way. (Refer to Annex for more information.) Key benefits of the Grid Digital Twin include improving network planning analysis and remote monitoring of asset conditions, thereby saving manpower resources in carrying out extensive physical inspections. As the Grid Digital Twin provides a more holistic model of the grid, it can facilitate planning of infrastructure for different needs (such as installation of electric vehicle chargers, and connection of solar photovoltaic systems and energy storage systems). Progressive enhancements to the Grid Digital Twin are in place to make it more accurate and efficient, as SP continues to digitise the existing electricity assets under the network.   In tandem with the Singapore Green Plan 2030, Singapore is looking to greener sources of energy and more diversification of energy supply, such as solar deployments, energy storage systems and vehicle-to-grid technologies. In addition, power grid operations will become more complex with increasing electrification and deployment of more distributed energy resources (DERs). Currently, the national power grid comprises over 18,000 transformers, with more than 27,000 km of underground cables interconnecting over 11,000 substations. The Grid Digital Twin will therefore help to future-proof our power grid, to ensure that it is well-equipped to manage such complexities while maintaining reliability of grid operations.   Mr Ngiam Shih Chun, Chief Executive of EMA, said, “The digital twin for our national power grid will help to enhance the reliability of our electricity supply and support our transition towards greater energy sustainability. With the pressing need to tackle climate change, the power grid needs to evolve to support a more complex power system that will connect to more diverse sources of cleaner energy as well as a growing network to meet rising demand.”   Mr Stanley Huang, Group Chief Executive Officer of SP Group, said, “SP Group works closely with EMA to explore measures to improve Singapore’s grid reliability and resilience. Harnessing the power of digitisation, the Grid Digital Twin enables us to monitor and test different scenarios based on a virtual replica of the grid. We can then effectively test potential upgrades and enhancements, and future-ready innovations such as the projects under the SP Group - NTU Joint Lab to support our ambition to empower the future of energy.”   When completed, the Grid Digital Twin will be a key initiative in contributing towards Singapore’s overall efforts for greater sustainability through enhanced grid network planning and operations.   Annex: Factsheet on the Singapore Power Grid Digital Twin -- End -- About Energy Market Authority The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to forge a progressive energy landscape for sustained growth. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. Instagram: @EMA_Singapore | Facebook: facebook.com/EnergyMarketAuthority | Twitter: @EMA_sg | LinkedIn: linkedin.com/company/energy-market-authority-ema-/ About SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and sustainable energy solutions in Singapore and China. As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective world-wide. Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast charging and digital energy solutions for customers in Singapore and the region. For more information, please visit spgroup.com.sg or for follow us on Facebook at fb.com/SPGroupSG, on LinkedIn at spgrp.sg/linkedin and on Twitter @SPGroupSG.   ANNEX FACTSHEET ON THE SINGAPORE POWER GRID DIGITAL TWIN A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2. The digital twin of Singapore’s power grid will comprise two key models: Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory3   Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO)4, the Network Twin is able to provide SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO).   Key benefits of the Grid Digital Twin are: Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets.   Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads.   Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience.   Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) KEY VISUAL FOR ASSET TWIN Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory) KEY VISUAL FOR NETWORK TWIN Dashboard for analysing electric vehicle charging impact on the distribution grid using the Network Twin (Image Credit: Institute of High Performance Computing and TUMCREATE) 1 The Asset Twin is underpinned by five research projects awarded by EMA to SP Group and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory. 2 The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). 3 The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. 4 MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-s- transition-to-electric-vehicles. Leveraging Digital Solutions to Future-Proof Singapore’s Energy Gridhttps://www.spgroup.com.sg/about-us/media-resources/news-and-media-releases/Leveraging-Digital-Solutions-to-Future-Proof-Singapore-s-Energy-Grid Media Release Leveraging Digital Solutions to Future-Proof Singapore’s Energy Grid As part of Singapore’s energy transition, the Energy Market Authority (EMA), together with industry partners, have embarked on digital projects to future-proof the nation's energy grid infrastructure. There has been good progress in the development of Singapore’s first Grid Digital Twin and Distributed Energy Resource Management System, and they will continue to be developed over the next few years. These projects will serve to enhance the resilience and reliability of Singapore’s electricity grid and support the deployment of cleaner energy sources. Grid Digital Twin 2. Singapore embarked on the Grid Digital Twin in 2021 with the aim of enhancing Singapore’s grid resilience, reliability, and support the deployment of cleaner energy sources. The Grid Digital Twin, comprising two key models - Digital Asset Twin and Digital Network Twin - is a virtual replica of the physical grid network and infrastructural assets. Created in collaboration with Government agencies, industry players and academia, research and development for Singapore’s first Grid Digital Twin for the national power grid has demonstrated good progress. Digital Asset Twin 3. The Digital Asset Twin is a virtual replica of SP Group’s electricity network assets. Developed by the SP Group, in collaboration with Nanyang Technological University (NTU), the Digital Asset Twin aims to enable network operators to monitor and analyse the condition and performance of grid assets, in order to mitigate potential issues. When fully developed, it is envisaged that the Digital Asset Twin will also enable informed decisions for prioritised and timely renewal and maintenance of grid assets. 4. Through in-house digital development capabilities, SP Group has built the core of the asset dashboard as well as key Artificial Intelligence (AI) engines and algorithms to integrate with sensors in real time. The SP-NTU Joint Lab will provide components of an Asset Health system and cost-effective condition monitoring sensors. SP Group targets to deploy a pilot by 2025. As costs of sensors, digital and communication solutions reduce, they can potentially be applied to the large number of distribution assets, such as the 18,000 transformers across SP’s 12,000 substations. Digital Network Twin 5. EMA has also collaborated with partners such as S&TPPO, A*STAR’s Institute of High Performance Computing (IHPC), and TUMCREATE to develop the Digital Network Twin within the Singapore Integrated Transport and Energy Model (SITEM). With the development of the Digital Network Twin, it enables SITEM to make use of advanced modelling and simulation software to model the impact of additional Electric Vehicle (EV) demand on the grid and identify necessary infrastructure upgrades under different scenarios. This has provided insights to EMA and SP Power Grid (SPPG) on how substation capacity could be optimised to support EV charging. The Digital Network Twin is currently undergoing the next stage of translational research and development in order to deploy the developed solutions into an end-user software solution usable by EMA by 2025. The software solution will help to assess the impact of significant demand changes expected in the distribution grid as energy sector decarbonises. 6. A*STAR has also incorporated high-resolution electricity demand results obtained from the Digital Network Twin into a national-level energy systems model that aims to optimise Singapore’s long-term decarbonisation pathways. The effort has yielded positive initial outcomes through the identification of potential ways to reduce investment costs in the power sector over the next 30 years, as the nation seeks to achieve net zero emissions by 2050. EMA will also work with A*STAR and other partner agencies, through the Centre for Energy and Emissions Modelling (CE2M), to further improve long term power sector decarbonisation planning. 7. Through these initiatives, Singapore will have smarter and more efficient ways of monitoring and predicting the health of the nation’s grid assets and network. In addition, the Grid Digital Twin allows for a risk-free environment to study and test different scenarios. This will help future-proof Singapore’s power grid by ensuring that it is well-equipped to manage increasing electricity demand and changes in energy supply, while maintaining reliability in grid operations. Distributed Energy Resource Management System (DERMS) 8. Distributed Energy Resources (DERs) like solar generation systems, battery Energy Storage Systems (ESS), and Electric Vehicles (EVs) are likely to proliferate in the coming decades. This is because solar power generation and battery ESS are expected to become cheaper and more efficient, given ongoing research and development efforts as well as economies of scale. As such, it is increasingly vital to ensure that Singapore’s grid infrastructure is able to support the integration and deployment of cleaner energy sources.   9. To better optimise the management of small-scale DERs such as solar and EVs across the network, SPPG has embarked on pilot development for a Distributed Energy Resource Management System (DERMS). DERMS is a monitoring and control platform which aims to support SPPG’s network operators with real-time information and control capabilities to optimise DER connections. 10. SP Group has carried out a proof-of-concept in 2021, to explore use cases where monitoring and control of DERs could support network operations. From this first phase, monitoring and control solutions were trialled on test setup to gain first-hand experience and identify potential applications for Singapore’s context. 11. The next phase of the DERMS pilot is focused on solar forecasting and capabilities to prepare for increasing EV adoption, and will be test-bedded at selected SP substations. When fully developed, DERMS will be able to support network operators in the sustainable integration of solar and EV-related DERs into the network, while effectively managing reliability and system costs. ANNEX A: Factsheet on Singapore National Grid Digital Twin -- End -- About the Energy Market Authority The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to build a clean energy future that is resilient, sustainable, and competitive. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. About the SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, as well as sustainable energy solutions in Singapore, China, Thailand and Vietnam.  As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective worldwide.  Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast-charging stations and digital energy solutions for customers in Singapore and the region.  For more information, please visit spgroup.com.sg or follow us on Facebook at spgrp.sg/facebook, LinkedIn at spgrp.sg/linkedin and Instagram at spgrp.sg/Instagram.   ANNEX A: FACTSHEET ON THE SINGAPORE NATIONAL GRID DIGITAL TWIN 1. A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2. The digital twin of Singapore’s national grid will comprise two key models: a. Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. Through in-house digital development capabilities, SP Group has built the core of the asset dashboard and the initial key AI engines and algorithms to integrate with sensors in real time. The SP NTU Joint Lab will provide components of an Asset Health system and break-through cost effective condition monitoring sensors. SP Group targets to deploy a pilot by 2025. As costs of sensors, digital and communication solutions reduce, these digital solutions can potentially be applied to the large number of distribution assets, such as the 18,000 transformers across 12,000 substations.  The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory[1]. b. Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO)[2], the Network Twin is able to provide EMA and SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. EMA and agencies such as A*STAR’s IHPC, S&TPPO, and TUMCREATE, have developed the Singapore Integrated Transport and Energy Model (SITEM) to model the impact of additional Electric Vehicle (EV) demand on the grid and identify necessary infrastructure upgrades under different scenarios. SITEM has provided insights on how substation capacity can be optimised to support EV charging. The first prototype Network Twin was developed as part of the SITEM project by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project was funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO).  IHPC is currently undertaking the next stage of translational R&D that aims to deploy the Network Twin into an end-user software solution usable by EMA engineers by 2025.  EMA will work together with A*STAR and other partner agencies in the Centre for Energy and Emissions Modelling (CE2M), which seeks to support long-term national decarbonisation planning. The initiative aims to develop a federated systems architecture that integrates the national energy system model, with sectoral models such as power and transport.  The modelling effort would better inform Singapore’s net-zero strategy, including our future power grid. 3. Key benefits of the Grid Digital Twin are: a. Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets.  b. Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads. c. Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience. [1] The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. [2] MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-s-transition-to-electric-vehicles. Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory) Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search [Media+Release]+Digital+Twin+for+National+Power+Grid.pdfhttps://www.spgroup.com.sg/dam/spgroup/wcm/connect/spgrp/45562f72-f426-4d68-886e-28ae29cfe57b/%5BMedia+Release%5D+Digital+Twin+for+National+Power+Grid.pdf?MOD=AJPERES&CVID= MEDIA RELEASE 27 October 2021 Singapore’s First Digital Twin for National Power Grid Created in collaboration with government agencies, industry players and research experts to enhance power grid resilience A brighter and more sustainable energy future – this is what Singapore’s first digital twin for the power grid will enable. Supported by the Energy Market Authority (EMA), SP Group (SP) and the Science and Technology Policy and Plans Office (S&TPPO) under the Prime Minister’s Office, the upcoming Grid Digital Twin will serve to enhance Singapore’s grid resilience to ensure grid reliability and support the deployment of cleaner energy sources. 2 The Grid Digital Twin is a virtual representation of the physical power grid assets and network and operates using real-time and historical data. It comprises two key models: • Asset Twin 1 for the health management of grid assets (such as substations, transformers, cables); and • Network Twin 2 for the assessment of impact on the grid when connecting new energy sources or consumers to the grid. The Grid Digital Twin is currently in a prototype stage and is expected to be fully developed over the next few years. When fully deployed, it will enable SP to better plan, operate and maintain the national power grid through modelling and simulations so that the actual works can be carried out in a more effective and efficient way. (Refer to Annex for more information.) 3 Key benefits of the Grid Digital Twin include improving network planning analysis and remote monitoring of asset conditions, thereby saving manpower resources in carrying out extensive physical inspections. As the Grid Digital Twin provides a more holistic model of the grid, it can facilitate planning of infrastructure for 1 The Asset Twin is underpinned by five research projects awarded by EMA to SP Group and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory. 2 The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). different needs (such as installation of electric vehicle chargers, and connection of solar photovoltaic systems and energy storage systems). Progressive enhancements to the Grid Digital Twin are in place to make it more accurate and efficient, as SP continues to digitise the existing electricity assets under the network. 4 In tandem with the Singapore Green Plan 2030, Singapore is looking to greener sources of energy and more diversification of energy supply, such as solar deployments, energy storage systems and vehicle-to-grid technologies. In addition, power grid operations will become more complex with increasing electrification and deployment of more distributed energy resources (DERs). Currently, the national power grid comprises over 18,000 transformers, with more than 27,000 km of underground cables interconnecting over 11,000 substations. The Grid Digital Twin will therefore help to future-proof our power grid, to ensure that it is well-equipped to manage such complexities while maintaining reliability of grid operations. 5 Mr Ngiam Shih Chun, Chief Executive of EMA, said, “The digital twin for our national power grid will help to enhance the reliability of our electricity supply and support our transition towards greater energy sustainability. With the pressing need to tackle climate change, the power grid needs to evolve to support a more complex power system that will connect to more diverse sources of cleaner energy as well as a growing network to meet rising demand.” 6 Mr Stanley Huang, Group Chief Executive Officer of SP Group, said, “SP Group works closely with EMA to explore measures to improve Singapore’s grid reliability and resilience. Harnessing the power of digitisation, the Grid Digital Twin enables us to monitor and test different scenarios based on a virtual replica of the grid. We can then effectively test potential upgrades and enhancements, and future-ready innovations such as the projects under the SP Group - NTU Joint Lab to support our ambition to empower the future of energy.” 7 When completed, the Grid Digital Twin will be a key initiative in contributing towards Singapore’s overall efforts for greater sustainability through enhanced grid network planning and operations. Annex: Factsheet on the Singapore Power Grid Digital Twin About Energy Market Authority -- End -- The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to forge a progressive energy landscape for sustained growth. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. Instagram: @EMA_Singapore | Facebook: facebook.com/EnergyMarketAuthority | Twitter: @EMA_sg | LinkedIn: linkedin.com/company/energy-market-authority-ema-/ About SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and sustainable energy solutions in Singapore and China. As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective world-wide. Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast charging and digital energy solutions for customers in Singapore and the region. For more information, please visit spgroup.com.sg or for follow us on Facebook at fb.com/SPGroupSG, on LinkedIn at spgrp.sg/linkedin and on Twitter @SPGroupSG. ANNEX FACTSHEET ON THE SINGAPORE POWER GRID DIGITAL TWIN A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2 The digital twin of Singapore’s power grid will comprise two key models: a. Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory 3 . b. Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO) 4 , the Network Twin is able to provide SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). 3 The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. 4 MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-stransition-to-electric-vehicles. 3 Key benefits of the Grid Digital Twin are: a. Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets. b. Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads. c. Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience. Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) KEY VISUAL FOR ASSET TWIN Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory) KEY VISUAL OF NETWORK TWIN Dashboard for analysing electric vehicle charging impact on the distribution grid using the Network Twin (Image Credit: Institute of High Performance Computing and TUMCREATE) Singapore's First Digital Twin for National Power Gridhttps://www.spgroup.com.sg/about-us/media-resources/news-and-media-releases/Digital-Twin-for-National-Power-Grid Media Release Singapore's First Digital Twin for National Power Grid 27 October 2021 Singapore’s First Digital Twin for National Power Grid Created in collaboration with government agencies, industry players and research experts to enhance power grid resilience A brighter and more sustainable energy future – this is what Singapore’s first digital twin for the power grid will enable. Supported by the Energy Market Authority (EMA), SP Group (SP) and the Science and Technology Policy and Plans Office (S&TPPO) under the Prime Minister’s Office, the upcoming Grid Digital Twin will serve to enhance Singapore’s grid resilience to ensure grid reliability and support the deployment of cleaner energy sources.   The Grid Digital Twin is a virtual representation of the physical power grid assets and network and operates using real-time and historical data. It comprises two key models: Asset Twin1 for the health management of grid assets (such as substations, transformers, cables); and Network Twin2 for the assessment of impact on the grid when connecting new energy sources or consumers to the grid. The Grid Digital Twin is currently in a prototype stage and is expected to be fully developed over the next few years. When fully deployed, it will enable SP to better plan, operate and maintain the national power grid through modelling and simulations so that the actual works can be carried out in a more effective and efficient way. (Refer to Annex for more information.) Key benefits of the Grid Digital Twin include improving network planning analysis and remote monitoring of asset conditions, thereby saving manpower resources in carrying out extensive physical inspections. As the Grid Digital Twin provides a more holistic model of the grid, it can facilitate planning of infrastructure for different needs (such as installation of electric vehicle chargers, and connection of solar photovoltaic systems and energy storage systems). Progressive enhancements to the Grid Digital Twin are in place to make it more accurate and efficient, as SP continues to digitise the existing electricity assets under the network.   In tandem with the Singapore Green Plan 2030, Singapore is looking to greener sources of energy and more diversification of energy supply, such as solar deployments, energy storage systems and vehicle-to-grid technologies. In addition, power grid operations will become more complex with increasing electrification and deployment of more distributed energy resources (DERs). Currently, the national power grid comprises over 18,000 transformers, with more than 27,000 km of underground cables interconnecting over 11,000 substations. The Grid Digital Twin will therefore help to future-proof our power grid, to ensure that it is well-equipped to manage such complexities while maintaining reliability of grid operations.   Mr Ngiam Shih Chun, Chief Executive of EMA, said, “The digital twin for our national power grid will help to enhance the reliability of our electricity supply and support our transition towards greater energy sustainability. With the pressing need to tackle climate change, the power grid needs to evolve to support a more complex power system that will connect to more diverse sources of cleaner energy as well as a growing network to meet rising demand.”   Mr Stanley Huang, Group Chief Executive Officer of SP Group, said, “SP Group works closely with EMA to explore measures to improve Singapore’s grid reliability and resilience. Harnessing the power of digitisation, the Grid Digital Twin enables us to monitor and test different scenarios based on a virtual replica of the grid. We can then effectively test potential upgrades and enhancements, and future-ready innovations such as the projects under the SP Group - NTU Joint Lab to support our ambition to empower the future of energy.”   When completed, the Grid Digital Twin will be a key initiative in contributing towards Singapore’s overall efforts for greater sustainability through enhanced grid network planning and operations.   Annex: Factsheet on the Singapore Power Grid Digital Twin -- End -- About Energy Market Authority The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to forge a progressive energy landscape for sustained growth. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. Instagram: @EMA_Singapore | Facebook: facebook.com/EnergyMarketAuthority | Twitter: @EMA_sg | LinkedIn: linkedin.com/company/energy-market-authority-ema-/ About SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and sustainable energy solutions in Singapore and China. As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective world-wide. Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast charging and digital energy solutions for customers in Singapore and the region. For more information, please visit spgroup.com.sg or for follow us on Facebook at fb.com/SPGroupSG, on LinkedIn at spgrp.sg/linkedin and on Twitter @SPGroupSG.   ANNEX FACTSHEET ON THE SINGAPORE POWER GRID DIGITAL TWIN A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning

Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/sp-group-and-hyundai-to-accelerate-adoption-of-evs-in-singapore SP Energy HubAnnual ReportReliabilitySustainabilityInnovation SP Group and Hyundai to Accelerate Adoption of EVs in Singapore INNOVATION SP Group (SP) and Hyundai will jointly develop a new business model for battery leasing, or Battery-as-a-Service (BaaS) – a first in Southeast Asia – where EV Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/sp-unveils-blockchain-powered-renewable-energy-certificates-marketplace SP Energy HubAnnual ReportReliabilitySustainabilityInnovation SP Unveils Blockchain-Powered Renewable Energy Certificates Marketplace INNOVATION SP Group presented one of the world’s first blockchain powered marketplace platform that will promote the transaction of renewable energy certificates Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/developing-the-digital-core-of-sustainable-energy-solutions SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Developing the digital core of sustainable energy solutions INNOVATION Ibrahim Ghouth Wu, Infrastructure and Platforms Lead at SP Digital. Ibrahim first started as a Senior Systems Engineer in IT Operations, ensuring that servers Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/driving-innovation-from-within SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Driving Innovation From Within INNOVATION We are powering transformation with talent in our organisation. SP’s Digital Technology team is swiftly building and deploying digital solutions such as the SP Utilities app and the energy-saving Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/ideabox-turns-concepts-to-application SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Ideabox Turns Concepts to Application INNOVATION Imagine a hybrid solar cone that uses solar concentrating lenses to maximise energy absorption and promises to produce more than five times the energy of a conventional solar cell Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/SP-partners-Pyxis-to-launch-direct-current-fast-charging-point-for-electric-harbour-crafts SP partners Pyxis to launch direct-current fast charging point for electric harbour crafts INNOVATION Composite images show the X Tron, an electric harbour craft (e-HC) by Singapore start-up Pyxis (left) and an e-HC charging point by SP Mobility and Pyxis (right). (Images: Pyxis) SP has partnered Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/world-s-first-blockchain-powered-rec-marketplace SP Energy HubAnnual ReportReliabilitySustainabilityInnovation World’s First Blockchain-Powered Rec Marketplace INNOVATION SP Group launched the world’s first blockchain-powered renewable energy certificate (REC) marketplace . SP’s blockchain marketplace enables the trading of REC – for renewable Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/next-generation-solutions-for-your-future-needs SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Next-Generation Solutions for Your Future Needs INNOVATION Today, cutting-edge energy solutions are closer to you than ever before, and within the reach of everyone in the community. In the heartlands, SP’s digital energy-saving solution Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/pushing-the-frontiers-of-innovation SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Pushing The Frontiers Of Innovation INNOVATION Brandon Chia, Managing Director of Investments, at SP’s Concept Lab. A former SP cable-jointing workshop at Woodleigh has been upcycled to be the birthplace of cutting-edge discoveries Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/using-get--to-help-mercatus-digitally-manage-their-tenant-utilities SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Using GET™ to help Mercatus digitally manage their tenant utilities INNOVATION Dashboard view of GET™ TenantCare, which provides Mercatus with insights on utility usage data. SP Group (SP) is partnering Mercatus Co-operative Limited Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/world-s-first-index-for-smart-grid SP Energy HubAnnual ReportReliabilitySustainabilityInnovation World’s First Index for Smart Grid INNOVATION SP Group launched the world's first smart grid index to help utilities measure and advance in key dimensions of grid development. Using publicly available data, SP applied the framework on 45 Category: Innovation 1 2 3 4 5 ..... 20

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Searchhttps://www.spgroup.com.sg/search?tag=people-of-sp Search Reliabilityhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/reliability/Empowering-talent SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Empowering talent RELIABILITY With a staff strength of more than 3,700, how do the People of SP stay connected and build a collaborative culture to achieve synergistic outcomes? We speak to Benjamin Festin, Vice President of Human Resource and Muhammad Ariff Bin Ramli, Technical Officer from Gas Operations at SP Group (SP). Benjamin describes how SP is constantly designing programmes for employees to grow and upskill, while Ariff shares how he feels empowered to assume greater responsibilities in his job role. What are your responsibilities at SP Group? Benjamin (B): I lead the talent development unit in the Human Resource department at SP. We are constantly on the lookout for people with diverse and unique skills who can contribute to the organisation’s rapid expansion locally and in the region. To build a strong and committed team, we ensure our workforce is equipped with current and future-ready capabilities, stay relevant and help groom our next generation of leaders. We invest in our staff’s professional growth, through training and development programmes. I also enjoy the role I double-hat in, as Chairman of the ReCharge Committee. Our team organises a range of activities to enhance and enrich staff well-being, such as sports, recreation, wellness and even our company’s Family Day! Ariff (A): I am part of the Gas Operations team that renews gas pipes for residential and commercial projects to ensure reliable gas supply for customers’ daily needs. We work closely with authorities and contractors, often completing projects within a tight timeline. An example would be a tunnelling project where we had to use a special digging machine at 30 meters beneath ground level to pave the way for laying of gas pipes. A key motivator for me is knowing that what I do impacts the daily lives of people in Singapore.   What’s one memorable work experience you’ve had? B: During the Covid-19 pandemic I was touched to witness the selflessness of our colleagues. They continued to carry out their work and endure long hours in hot protective gear to ensure critical services continue to be made available. I developed a newfound respect for our colleagues working on power grid services! Muhammad Ariff Bin Ramli (in yellow outfit), with contractors working on commissioning works during the pandemic. A: When most people could work from home during the pandemic to keep safe, our team and the contractors continued to expedite urgent gas renewal works. This was a particularly challenging as the daily rise in infection cases affected the number of workers available for work. Looking back, I am so proud we managed to push through during that period. What would you say to people considering a career at SP? Benjamin Festin (third from left) with the ReCharge committee at the SP Fun Walk 2023. B: It’s an exciting time to join us as we are expanding our presence in Singapore and the region. If you’re looking for a role that allows you to play a part in securing Singapore’s energy future, consider SP! We also play an active role in social and community service, with outreach programmes growing from strength to strength catering to seniors, kids and youth, that YOU can be part of. Ariff: We are always encouraged to upgrade ourselves with easy access to a variety of courses to prepare us for future challenges and demands. The team spirit is also high. It’s like working in a big family where we always have each other’s back! Find out more about our career opportunities here: spgrp.sg/3sbjyJ6 TAGS PEOPLE OF SPSUSTAINABILITYRELIABILITY YOU MIGHT BE INTERESTED TO READ Underground wonders Hasinah leads in the coordination between LTA and SP Group on island-wide projects such the Thomson-East Coast Line and the integrated North South Corridor. Guardians of the Grid Executive Engineer Mohamad Elmi Sha Bin Mohamad Nasir and his colleagues at SP Group's Distribution Control Centre are part of the unit that oversees Singapore’s electricity grid round the clock. Mentor gives out tough assignments to sharpen skills of next generation With nearly four decades of experience under his belt, Chua Khim Mong believes tough assignments can help his mentees stretch their capabilities and grow in their careers. Category: Reliability Searchhttps://www.spgroup.com.sg/search?tag=people-of-sp Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=people-of-sp Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=people-of-sp Search Reliabilityhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/reliability/Empowering-talent SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Empowering talent RELIABILITY With a staff strength of more than 3,700, how do the People of SP stay connected and build a collaborative culture to achieve synergistic outcomes? We speak to Benjamin Festin, Vice President of Human Resource and Muhammad Ariff Bin Ramli, Technical Officer from Gas Operations at SP Group (SP). Benjamin describes how SP is constantly designing programmes for employees to grow and upskill, while Ariff shares how he feels empowered to assume greater responsibilities in his job role. What are your responsibilities at SP Group? Benjamin (B): I lead the talent development unit in the Human Resource department at SP. We are constantly on the lookout for people with diverse and unique skills who can contribute to the organisation’s rapid expansion locally and in the region. To build a strong and committed team, we ensure our workforce is equipped with current and future-ready capabilities, stay relevant and help groom our next generation of leaders. We invest in our staff’s professional growth, through training and development programmes. I also enjoy the role I double-hat in, as Chairman of the ReCharge Committee. Our team organises a range of activities to enhance and enrich staff well-being, such as sports, recreation, wellness and even our company’s Family Day! Ariff (A): I am part of the Gas Operations team that renews gas pipes for residential and commercial projects to ensure reliable gas supply for customers’ daily needs. We work closely with authorities and contractors, often completing projects within a tight timeline. An example would be a tunnelling project where we had to use a special digging machine at 30 meters beneath ground level to pave the way for laying of gas pipes. A key motivator for me is knowing that what I do impacts the daily lives of people in Singapore.   What’s one memorable work experience you’ve had? B: During the Covid-19 pandemic I was touched to witness the selflessness of our colleagues. They continued to carry out their work and endure long hours in hot protective gear to ensure critical services continue to be made available. I developed a newfound respect for our colleagues working on power grid services! Muhammad Ariff Bin Ramli (in yellow outfit), with contractors working on commissioning works during the pandemic. A: When most people could work from home during the pandemic to keep safe, our team and the contractors continued to expedite urgent gas renewal works. This was a particularly challenging as the daily rise in infection cases affected the number of workers available for work. Looking back, I am so proud we managed to push through during that period. What would you say to people considering a career at SP? Benjamin Festin (third from left) with the ReCharge committee at the SP Fun Walk 2023. B: It’s an exciting time to join us as we are expanding our presence in Singapore and the region. If you’re looking for a role that allows you to play a part in securing Singapore’s energy future, consider SP! We also play an active role in social and community service, with outreach programmes growing from strength to strength catering to seniors, kids and youth, that YOU can be part of. Ariff: We are always encouraged to upgrade ourselves with easy access to a variety of courses to prepare us for future challenges and demands. The team spirit is also high. It’s like working in a big family where we always have each other’s back! Find out more about our career opportunities here: spgrp.sg/3sbjyJ6 TAGS PEOPLE OF SPSUSTAINABILITYRELIABILITY YOU MIGHT BE INTERESTED TO READ Underground wonders Hasinah leads in the coordination between LTA and SP Group on island-wide projects such the Thomson-East Coast Line and the integrated North South Corridor. Guardians of the Grid Executive Engineer Mohamad Elmi Sha Bin Mohamad Nasir and his colleagues at SP Group's Distribution Control Centre are part of the unit that oversees Singapore’s electricity grid round the clock. Mentor gives out tough assignments to sharpen skills of next generation With nearly four decades of experience under his belt, Chua Khim Mong believes tough assignments can help his mentees stretch their capabilities and grow in their careers. Category: Reliability Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=people-of-sp Search Reliabilityhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/reliability/Empowering-talent SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Empowering talent RELIABILITY With a staff strength of more than 3,700, how do the People of SP stay connected and build a collaborative culture to achieve synergistic outcomes? We speak to Benjamin Festin, Vice President of Human Resource and Muhammad Ariff Bin Ramli, Technical Officer from Gas Operations at SP Group (SP). Benjamin describes how SP is constantly designing programmes for employees to grow and upskill, while Ariff shares how he feels empowered to assume greater responsibilities in his job role. What are your responsibilities at SP Group? Benjamin (B): I lead the talent development unit in the Human Resource department at SP. We are constantly on the lookout for people with diverse and unique skills who can contribute to the organisation’s rapid expansion locally and in the region. To build a strong and committed team, we ensure our workforce is equipped with current and future-ready capabilities, stay relevant and help groom our next generation of leaders. We invest in our staff’s professional growth, through training and development programmes. I also enjoy the role I double-hat in, as Chairman of the ReCharge Committee. Our team organises a range of activities to enhance and enrich staff well-being, such as sports, recreation, wellness and even our company’s Family Day! Ariff (A): I am part of the Gas Operations team that renews gas pipes for residential and commercial projects to ensure reliable gas supply for customers’ daily needs. We work closely with authorities and contractors, often completing projects within a tight timeline. An example would be a tunnelling project where we had to use a special digging machine at 30 meters beneath ground level to pave the way for laying of gas pipes. A key motivator for me is knowing that what I do impacts the daily lives of people in Singapore.   What’s one memorable work experience you’ve had? B: During the Covid-19 pandemic I was touched to witness the selflessness of our colleagues. They continued to carry out their work and endure long hours in hot protective gear to ensure critical services continue to be made available. I developed a newfound respect for our colleagues working on power grid services! Muhammad Ariff Bin Ramli (in yellow outfit), with contractors working on commissioning works during the pandemic. A: When most people could work from home during the pandemic to keep safe, our team and the contractors continued to expedite urgent gas renewal works. This was a particularly challenging as the daily rise in infection cases affected the number of workers available for work. Looking back, I am so proud we managed to push through during that period. What would you say to people considering a career at SP? Benjamin Festin (third from left) with the ReCharge committee at the SP Fun Walk 2023. B: It’s an exciting time to join us as we are expanding our presence in Singapore and the region. If you’re looking for a role that allows you to play a part in securing Singapore’s energy future, consider SP! We also play an active role in social and community service, with outreach programmes growing from strength to strength catering to seniors, kids and youth, that YOU can be part of. Ariff: We are always encouraged to upgrade ourselves with easy access to a variety of courses to prepare us for future challenges and demands. The team spirit is also high. It’s like working in a big family where we always have each other’s back! Find out more about our career opportunities here: spgrp.sg/3sbjyJ6 TAGS PEOPLE OF SPSUSTAINABILITYRELIABILITY YOU MIGHT BE INTERESTED TO READ Underground wonders Hasinah leads in the coordination between LTA and SP Group on island-wide projects such the Thomson-East Coast Line and the integrated North South Corridor. Guardians of the Grid Executive Engineer Mohamad Elmi Sha Bin Mohamad Nasir and his colleagues at SP Group's Distribution Control Centre are part of the unit that oversees Singapore’s electricity grid round the clock. Mentor gives out tough assignments to sharpen skills of next generation With nearly four decades of experience under his belt, Chua Khim Mong believes tough assignments can help his mentees stretch their capabilities and grow in their careers. Category: Reliability Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=people-of-sp Search Reliabilityhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/reliability/Empowering-talent SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Empowering talent RELIABILITY With a staff strength of more than 3,700, how do the People of SP stay connected and build a collaborative culture to achieve synergistic outcomes? We speak to Benjamin Festin, Vice President of Human Resource and Muhammad Ariff Bin Ramli, Technical Officer from Gas Operations at SP Group (SP). Benjamin describes how SP is constantly designing programmes for employees to grow and upskill, while Ariff shares how he feels empowered to assume greater responsibilities in his job role. What are your responsibilities at SP Group? Benjamin (B): I lead the talent development unit in the Human Resource department at SP. We are constantly on the lookout for people with diverse and unique skills who can contribute to the organisation’s rapid expansion locally and in the region. To build a strong and committed team, we ensure our workforce is equipped with current and future-ready capabilities, stay relevant and help groom our next generation of leaders. We invest in our staff’s professional growth, through training and development programmes. I also enjoy the role I double-hat in, as Chairman of the ReCharge Committee. Our team organises a range of activities to enhance and enrich staff well-being, such as sports, recreation, wellness and even our company’s Family Day! Ariff (A): I am part of the Gas Operations team that renews gas pipes for residential and commercial projects to ensure reliable gas supply for customers’ daily needs. We work closely with authorities and contractors, often completing projects within a tight timeline. An example would be a tunnelling project where we had to use a special digging machine at 30 meters beneath ground level to pave the way for laying of gas pipes. A key motivator for me is knowing that what I do impacts the daily lives of people in Singapore.   What’s one memorable work experience you’ve had? B: During the Covid-19 pandemic I was touched to witness the selflessness of our colleagues. They continued to carry out their work and endure long hours in hot protective gear to ensure critical services continue to be made available. I developed a newfound respect for our colleagues working on power grid services! Muhammad Ariff Bin Ramli (in yellow outfit), with contractors working on commissioning works during the pandemic. A: When most people could work from home during the pandemic to keep safe, our team and the contractors continued to expedite urgent gas renewal works. This was a particularly challenging as the daily rise in infection cases affected the number of workers available for work. Looking back, I am so proud we managed to push through during that period. What would you say to people considering a career at SP? Benjamin Festin (third from left) with the ReCharge committee at the SP Fun Walk 2023. B: It’s an exciting time to join us as we are expanding our presence in Singapore and the region. If you’re looking for a role that allows you to play a part in securing Singapore’s energy future, consider SP! We also play an active role in social and community service, with outreach programmes growing from strength to strength catering to seniors, kids and youth, that YOU can be part of. Ariff: We are always encouraged to upgrade ourselves with easy access to a variety of courses to prepare us for future challenges and demands. The team spirit is also high. It’s like working in a big family where we always have each other’s back! Find out more about our career opportunities here: spgrp.sg/3sbjyJ6 TAGS PEOPLE OF SPSUSTAINABILITYRELIABILITY YOU MIGHT BE INTERESTED TO READ Underground wonders Hasinah leads in the coordination between LTA and SP Group on island-wide projects such the Thomson-East Coast Line and the integrated North South Corridor. Guardians of the Grid Executive Engineer Mohamad Elmi Sha Bin Mohamad Nasir and his colleagues at SP Group's Distribution Control Centre are part of the unit that oversees Singapore’s electricity grid round the clock. Mentor gives out tough assignments to sharpen skills of next generation With nearly four decades of experience under his belt, Chua Khim Mong believes tough assignments can help his mentees stretch their capabilities and grow in their careers. Category: Reliability Careershttps://www.spgroup.com.sg/about-us/careers OverviewScholarship & InternshipsMeet Our PeopleContact Us Careers Empowering Talent Fuel your passion in engineering. Join us and take pride in upholding Singapore's world-class network and drive sustainable energy solutions. We are looking for talent with the passion and agility to strive for high quality performance and develop cutting-edge innovative solutions for our customers in Singapore and the region. View Job Opportunities For a dynamic career in the energy industry click the appropriate hyperlink to view the available job opportunities. Administrative Positions Assistant Engineer/Technical Positions Corporate Function Positions Digital/Info Technology Positions Engineer Positions Scholarship Watch Our People at Work Watch how our people lead transformation and make their mark in their careers and fulfil their ambitions. Play Video Our Scholarship & Internship Programmes​ Harness the power of the SP scholarship Fulfil your ambition, lead transformation and make your mark in national-level initiatives and the global arena. As a scholar with SP Group, you are headed for a strong start in your engineering career. ​ Our engineers will go through a customised structured development programme varying from classroom, online and on-the-job training to accelerate the learning process. At the end of the structured training, they will be posted to key areas within SP Group, such as SP PowerGrid, Sustainable Energy Solutions or SP Services.​ We are looking for students pursuing a Diploma / Degree related to Electrical or Mechanical Engineering, with strong academic and co-curricular activities record. ​ Contact us at scholarship@spgroup.com.sg to find out more!​ Apply Online Energise your internship experience SP Internships offer a holistic experience for students with the desire to join the energy industry. Interns will be exposed to different aspects of our organisation, acquire practical skills through on-the-job training and build technical expertise by learning from dedicated mentors. We offer multidisciplinary internship roles in:​ Engineering (Electrical, Mechanical, etc.)​ Computing and Infocomm Technology (Data Analytics, Artificial Intelligence, Software Development, Information Security, etc.)​ Business (Human Resources, Finance, Marketing & Communications, etc.)​ Students from Universities, Polytechnics and Institute of Technical Education (ITE) are welcome to join our internship programme.​ Send your CV to internship@spgroup.com.sg to apply today! Meet our People Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ SP partners Pyxis to launch direct-current fast charging point for electric harbour crafts Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. Category: Innovation Sustainabilityhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/sustainability/empowering-green-capabilities Empowering Green Capabilities SUSTAINABILITY With a staff strength of over 3,700, how do the People of SP stay connected and build a collaborative culture to achieve synergistic outcomes? We speak to Satinderpal Singh, Head of Sales of SP Digital – the digital arm of SP Group – and Fong Yi Kit, Deputy Director of Sustainable Energy Solutions. They deal with the polarising “hot” and “cold” elements, but share one thing in common: empowering organisations with tools to create a low carbon, smart energy Singapore. Tell us about your role at SP Group and what a regular workday is like. Satinderpal (ST): My team deploys green energy tech solutions for commercial and industrial buildings, to enhance energy efficiency, lower cooling costs, and reduce carbon emissions. Yi Kit (YK): In my role, I help companies achieve their sustainability goals by leveraging renewable energy technologies such as solar photovoltaic (PV) solutions and Energy Storage Systems. ST: I am constantly on the go, engaging prospects and customers to understand their green goals and offer them Green Energy Tech solutions to overcome their challenges. I also keep abreast of the latest industry trends and developments and coach my team on strategic selling and customer management skills. Yi Kit: You can often find me on rooftops, not to chill and have a drink, but to design and develop the best solar PV solutions. On other days, I meet customers over coffee to discuss how best we can provide sustainable energy solutions that add value to their businesses. Beyond that, I always make time to catch up with colleagues over lunch or a game of basketball! Head of Sales of SP Digital, Satinderpal Singh (right), discussing the implementation of Green Energy Tech solutions with his colleagues. What is your most significant project to date? ST: One of the most significant projects is the upcoming Labrador Tower mixed-use development that will be launched next year. Fully equipped with our suite of in-house sustainable energy solutions, the project attained the Super Low Energy Building certification awarded by the Building and Construction Authority – the highest sustainability rating for buildings. Yi Kit: We recently installed rooftop solar PV systems at six of the properties under AIMS APAC REIT, a major industrial real estate investment trust. The project involved installing about 20,000 solar panels that will help reduce the company’s carbon emissions by 5,900 tonnes and generate 14,500 Megawatt-hours (MWh) of energy each year, enough to power more than 4,000 three-room HDB flats yearly. Deputy Director of Sustainable Energy Solutions, Fong Yi Kit, pursued his Masters in Renewable Energy in the UK, sponsored by SP Group. Describe in one sentence your deepest impression about SP your company. ST: A vibrant and energetic team with a can-do mindset and a thirst for knowledge.  Yi Kit: Strong focus on engineering excellence with safety as our highest priority, and camaraderie as second nature among our people. What would you say to fresh graduates or mid-career switchers looking to join the energy industry? Satinderpal: This is an extremely exciting phase for the energy industry as it plays an eminent role in the energy transition towards cleaner and greener sources.  I encourage our younger generation to sign up and join what we do! Yi Kit: A sustainable energy future is no longer an ambition. It is a future we need to make a reality. Take the leap and you will reap what you sow. Find out more about our career opportunities here: spgrp.sg/3StEp4R TAGS PEOPLE OF SP YOU MIGHT BE INTERESTED TO READ SP to design, build and operate a district cooling and heating system for the new international sports park city in Chengdu, China SP partners Capitaland to deploy distributed district cooling network at the new Geneo life sciences and innovation cluster at Singapore Science Park SP invests and builds 90-megawatt aquavoltaic farm in Shandong China Category: Sustainability Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain 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Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=innovation Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/sp-unveils-blockchain-powered-renewable-energy-certificates-marketplace SP Energy HubAnnual ReportReliabilitySustainabilityInnovation SP Unveils Blockchain-Powered Renewable Energy Certificates Marketplace INNOVATION SP Group presented one of the world’s first blockchain powered marketplace platform that will promote the transaction of renewable energy certificates Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/using-get--to-help-mercatus-digitally-manage-their-tenant-utilities SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Using GET™ to help Mercatus digitally manage their tenant utilities INNOVATION Dashboard view of GET™ TenantCare, which provides Mercatus with insights on utility usage data. SP Group (SP) is partnering Mercatus Co-operative Limited Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/sp-group-to-roll-out-singapore-s-first-large-scale-smart-water-metering-system SP Energy HubAnnual ReportReliabilitySustainabilityInnovation SP Group to roll out Singapore’s first large-scale smart water metering system INNOVATION SP Group will roll out Singapore’s first large-scale smart water metering project following the award by National Water Agency PUB to supply Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/driving-innovation-from-within SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Driving Innovation From Within INNOVATION We are powering transformation with talent in our organisation. SP’s Digital Technology team is swiftly building and deploying digital solutions such as the SP Utilities app and the energy-saving Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/world-s-first-blockchain-powered-rec-marketplace SP Energy HubAnnual ReportReliabilitySustainabilityInnovation World’s First Blockchain-Powered Rec Marketplace INNOVATION SP Group launched the world’s first blockchain-powered renewable energy certificate (REC) marketplace . SP’s blockchain marketplace enables the trading of REC – for renewable Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/world-s-first-index-for-smart-grid SP Energy HubAnnual ReportReliabilitySustainabilityInnovation World’s First Index for Smart Grid INNOVATION SP Group launched the world's first smart grid index to help utilities measure and advance in key dimensions of grid development. Using publicly available data, SP applied the framework on 45 Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/sp-group-and-hyundai-to-accelerate-adoption-of-evs-in-singapore SP Energy HubAnnual ReportReliabilitySustainabilityInnovation SP Group and Hyundai to Accelerate Adoption of EVs in Singapore INNOVATION SP Group (SP) and Hyundai will jointly develop a new business model for battery leasing, or Battery-as-a-Service (BaaS) – a first in Southeast Asia – where EV Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/developing-the-digital-core-of-sustainable-energy-solutions SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Developing the digital core of sustainable energy solutions INNOVATION Ibrahim Ghouth Wu, Infrastructure and Platforms Lead at SP Digital. Ibrahim first started as a Senior Systems Engineer in IT Operations, ensuring that servers Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=innovation Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/world-s-first-index-for-smart-grid SP Energy HubAnnual ReportReliabilitySustainabilityInnovation World’s First Index for Smart Grid INNOVATION SP Group launched the world's first smart grid index to help Searchhttps://www.spgroup.com.sg/search?tag=concept-lab /about-us/media-resources/energy-hub/innovation/pushing-the-frontiers-of-innovation SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Pushing The Frontiers Of Innovation INNOVATION Brandon Chia, Managing Director of Investments, at SP’s Concept Lab. A former SP cable-jointing workshop Media Release - Singapore Power Partners International Consortium Of Leading Utilities To Launch The Free Electrons Global Accelerator Programmehttps://www.spgroup.com.sg/dam/spgroup/wcm/connect/spgrp/3b92b588-2fac-425a-be34-c99aa1682947/%5B20170109%5D+Media+Release+-+Singapore+Power+Partners+International+Consortium+Of+Leading+Utilities+To+Launch+The+Free+Electrons+Global+Accelerator+Programme.pdf?MOD=AJPERES&CVID= Power Company (TEPCO). These utilities are leaders in clean energy transition, and have extensive experience in driving technological innovation. Together, the eight utilities represent a global footprint covering 73 million end customers across more than 40 countries, with a combined net income 1 2 3 4 5 ..... 15 Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=innovation Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/sp-unveils-blockchain-powered-renewable-energy-certificates-marketplace SP Energy HubAnnual ReportReliabilitySustainabilityInnovation SP Unveils Blockchain-Powered Renewable Energy Certificates Marketplace INNOVATION SP Group presented one of the world’s first blockchain powered marketplace platform that will promote the transaction of renewable energy certificates Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/using-get--to-help-mercatus-digitally-manage-their-tenant-utilities SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Using GET™ to help Mercatus digitally manage their tenant utilities INNOVATION Dashboard view of GET™ TenantCare, which provides Mercatus with insights on utility usage data. SP Group (SP) is partnering Mercatus Co-operative Limited Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/sp-group-to-roll-out-singapore-s-first-large-scale-smart-water-metering-system SP Energy HubAnnual ReportReliabilitySustainabilityInnovation SP Group

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Searchhttps://www.spgroup.com.sg/search?tag=people-of-sp Search Searchhttps://www.spgroup.com.sg/search?tag=people-of-sp Search Reliabilityhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/reliability/Empowering-talent SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Empowering talent RELIABILITY With a staff strength of more than 3,700, how do the People of SP stay connected and build a collaborative culture to achieve synergistic outcomes? We speak to Benjamin Festin, Vice President of Human Resource and Muhammad Ariff Bin Ramli, Technical Officer from Gas Operations at SP Group (SP). Benjamin describes how SP is constantly designing programmes for employees to grow and upskill, while Ariff shares how he feels empowered to assume greater responsibilities in his job role. What are your responsibilities at SP Group? Benjamin (B): I lead the talent development unit in the Human Resource department at SP. We are constantly on the lookout for people with diverse and unique skills who can contribute to the organisation’s rapid expansion locally and in the region. To build a strong and committed team, we ensure our workforce is equipped with current and future-ready capabilities, stay relevant and help groom our next generation of leaders. We invest in our staff’s professional growth, through training and development programmes. I also enjoy the role I double-hat in, as Chairman of the ReCharge Committee. Our team organises a range of activities to enhance and enrich staff well-being, such as sports, recreation, wellness and even our company’s Family Day! Ariff (A): I am part of the Gas Operations team that renews gas pipes for residential and commercial projects to ensure reliable gas supply for customers’ daily needs. We work closely with authorities and contractors, often completing projects within a tight timeline. An example would be a tunnelling project where we had to use a special digging machine at 30 meters beneath ground level to pave the way for laying of gas pipes. A key motivator for me is knowing that what I do impacts the daily lives of people in Singapore.   What’s one memorable work experience you’ve had? B: During the Covid-19 pandemic I was touched to witness the selflessness of our colleagues. They continued to carry out their work and endure long hours in hot protective gear to ensure critical services continue to be made available. I developed a newfound respect for our colleagues working on power grid services! Muhammad Ariff Bin Ramli (in yellow outfit), with contractors working on commissioning works during the pandemic. A: When most people could work from home during the pandemic to keep safe, our team and the contractors continued to expedite urgent gas renewal works. This was a particularly challenging as the daily rise in infection cases affected the number of workers available for work. Looking back, I am so proud we managed to push through during that period. What would you say to people considering a career at SP? Benjamin Festin (third from left) with the ReCharge committee at the SP Fun Walk 2023. B: It’s an exciting time to join us as we are expanding our presence in Singapore and the region. If you’re looking for a role that allows you to play a part in securing Singapore’s energy future, consider SP! We also play an active role in social and community service, with outreach programmes growing from strength to strength catering to seniors, kids and youth, that YOU can be part of. Ariff: We are always encouraged to upgrade ourselves with easy access to a variety of courses to prepare us for future challenges and demands. The team spirit is also high. It’s like working in a big family where we always have each other’s back! Find out more about our career opportunities here: spgrp.sg/3sbjyJ6 TAGS PEOPLE OF SPSUSTAINABILITYRELIABILITY YOU MIGHT BE INTERESTED TO READ Underground wonders Hasinah leads in the coordination between LTA and SP Group on island-wide projects such the Thomson-East Coast Line and the integrated North South Corridor. Guardians of the Grid Executive Engineer Mohamad Elmi Sha Bin Mohamad Nasir and his colleagues at SP Group's Distribution Control Centre are part of the unit that oversees Singapore’s electricity grid round the clock. Mentor gives out tough assignments to sharpen skills of next generation With nearly four decades of experience under his belt, Chua Khim Mong believes tough assignments can help his mentees stretch their capabilities and grow in their careers. Category: Reliability Searchhttps://www.spgroup.com.sg/search?tag=people-of-sp Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=people-of-sp Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=people-of-sp Search Reliabilityhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/reliability/Empowering-talent SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Empowering talent RELIABILITY With a staff strength of more than 3,700, how do the People of SP stay connected and build a collaborative culture to achieve synergistic outcomes? We speak to Benjamin Festin, Vice President of Human Resource and Muhammad Ariff Bin Ramli, Technical Officer from Gas Operations at SP Group (SP). Benjamin describes how SP is constantly designing programmes for employees to grow and upskill, while Ariff shares how he feels empowered to assume greater responsibilities in his job role. What are your responsibilities at SP Group? Benjamin (B): I lead the talent development unit in the Human Resource department at SP. We are constantly on the lookout for people with diverse and unique skills who can contribute to the organisation’s rapid expansion locally and in the region. To build a strong and committed team, we ensure our workforce is equipped with current and future-ready capabilities, stay relevant and help groom our next generation of leaders. We invest in our staff’s professional growth, through training and development programmes. I also enjoy the role I double-hat in, as Chairman of the ReCharge Committee. Our team organises a range of activities to enhance and enrich staff well-being, such as sports, recreation, wellness and even our company’s Family Day! Ariff (A): I am part of the Gas Operations team that renews gas pipes for residential and commercial projects to ensure reliable gas supply for customers’ daily needs. We work closely with authorities and contractors, often completing projects within a tight timeline. An example would be a tunnelling project where we had to use a special digging machine at 30 meters beneath ground level to pave the way for laying of gas pipes. A key motivator for me is knowing that what I do impacts the daily lives of people in Singapore.   What’s one memorable work experience you’ve had? B: During the Covid-19 pandemic I was touched to witness the selflessness of our colleagues. They continued to carry out their work and endure long hours in hot protective gear to ensure critical services continue to be made available. I developed a newfound respect for our colleagues working on power grid services! Muhammad Ariff Bin Ramli (in yellow outfit), with contractors working on commissioning works during the pandemic. A: When most people could work from home during the pandemic to keep safe, our team and the contractors continued to expedite urgent gas renewal works. This was a particularly challenging as the daily rise in infection cases affected the number of workers available for work. Looking back, I am so proud we managed to push through during that period. What would you say to people considering a career at SP? Benjamin Festin (third from left) with the ReCharge committee at the SP Fun Walk 2023. B: It’s an exciting time to join us as we are expanding our presence in Singapore and the region. If you’re looking for a role that allows you to play a part in securing Singapore’s energy future, consider SP! We also play an active role in social and community service, with outreach programmes growing from strength to strength catering to seniors, kids and youth, that YOU can be part of. Ariff: We are always encouraged to upgrade ourselves with easy access to a variety of courses to prepare us for future challenges and demands. The team spirit is also high. It’s like working in a big family where we always have each other’s back! Find out more about our career opportunities here: spgrp.sg/3sbjyJ6 TAGS PEOPLE OF SPSUSTAINABILITYRELIABILITY YOU MIGHT BE INTERESTED TO READ Underground wonders Hasinah leads in the coordination between LTA and SP Group on island-wide projects such the Thomson-East Coast Line and the integrated North South Corridor. Guardians of the Grid Executive Engineer Mohamad Elmi Sha Bin Mohamad Nasir and his colleagues at SP Group's Distribution Control Centre are part of the unit that oversees Singapore’s electricity grid round the clock. Mentor gives out tough assignments to sharpen skills of next generation With nearly four decades of experience under his belt, Chua Khim Mong believes tough assignments can help his mentees stretch their capabilities and grow in their careers. Category: Reliability Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=people-of-sp Search Reliabilityhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/reliability/Empowering-talent SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Empowering talent RELIABILITY With a staff strength of more than 3,700, how do the People of SP stay connected and build a collaborative culture to achieve synergistic outcomes? We speak to Benjamin Festin, Vice President of Human Resource and Muhammad Ariff Bin Ramli, Technical Officer from Gas Operations at SP Group (SP). Benjamin describes how SP is constantly designing programmes for employees to grow and upskill, while Ariff shares how he feels empowered to assume greater responsibilities in his job role. What are your responsibilities at SP Group? Benjamin (B): I lead the talent development unit in the Human Resource department at SP. We are constantly on the lookout for people with diverse and unique skills who can contribute to the organisation’s rapid expansion locally and in the region. To build a strong and committed team, we ensure our workforce is equipped with current and future-ready capabilities, stay relevant and help groom our next generation of leaders. We invest in our staff’s professional growth, through training and development programmes. I also enjoy the role I double-hat in, as Chairman of the ReCharge Committee. Our team organises a range of activities to enhance and enrich staff well-being, such as sports, recreation, wellness and even our company’s Family Day! Ariff (A): I am part of the Gas Operations team that renews gas pipes for residential and commercial projects to ensure reliable gas supply for customers’ daily needs. We work closely with authorities and contractors, often completing projects within a tight timeline. An example would be a tunnelling project where we had to use a special digging machine at 30 meters beneath ground level to pave the way for laying of gas pipes. A key motivator for me is knowing that what I do impacts the daily lives of people in Singapore.   What’s one memorable work experience you’ve had? B: During the Covid-19 pandemic I was touched to witness the selflessness of our colleagues. They continued to carry out their work and endure long hours in hot protective gear to ensure critical services continue to be made available. I developed a newfound respect for our colleagues working on power grid services! Muhammad Ariff Bin Ramli (in yellow outfit), with contractors working on commissioning works during the pandemic. A: When most people could work from home during the pandemic to keep safe, our team and the contractors continued to expedite urgent gas renewal works. This was a particularly challenging as the daily rise in infection cases affected the number of workers available for work. Looking back, I am so proud we managed to push through during that period. What would you say to people considering a career at SP? Benjamin Festin (third from left) with the ReCharge committee at the SP Fun Walk 2023. B: It’s an exciting time to join us as we are expanding our presence in Singapore and the region. If you’re looking for a role that allows you to play a part in securing Singapore’s energy future, consider SP! We also play an active role in social and community service, with outreach programmes growing from strength to strength catering to seniors, kids and youth, that YOU can be part of. Ariff: We are always encouraged to upgrade ourselves with easy access to a variety of courses to prepare us for future challenges and demands. The team spirit is also high. It’s like working in a big family where we always have each other’s back! Find out more about our career opportunities here: spgrp.sg/3sbjyJ6 TAGS PEOPLE OF SPSUSTAINABILITYRELIABILITY YOU MIGHT BE INTERESTED TO READ Underground wonders Hasinah leads in the coordination between LTA and SP Group on island-wide projects such the Thomson-East Coast Line and the integrated North South Corridor. Guardians of the Grid Executive Engineer Mohamad Elmi Sha Bin Mohamad Nasir and his colleagues at SP Group's Distribution Control Centre are part of the unit that oversees Singapore’s electricity grid round the clock. Mentor gives out tough assignments to sharpen skills of next generation With nearly four decades of experience under his belt, Chua Khim Mong believes tough assignments can help his mentees stretch their capabilities and grow in their careers. Category: Reliability Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=people-of-sp Search Reliabilityhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/reliability/Empowering-talent SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Empowering talent RELIABILITY With a staff strength of more than 3,700, how do the People of SP stay connected and build a collaborative culture to achieve synergistic outcomes? We speak to Benjamin Festin, Vice President of Human Resource and Muhammad Ariff Bin Ramli, Technical Officer from Gas Operations at SP Group (SP). Benjamin describes how SP is constantly designing programmes for employees to grow and upskill, while Ariff shares how he feels empowered to assume greater responsibilities in his job role. What are your responsibilities at SP Group? Benjamin (B): I lead the talent development unit in the Human Resource department at SP. We are constantly on the lookout for people with diverse and unique skills who can contribute to the organisation’s rapid expansion locally and in the region. To build a strong and committed team, we ensure our workforce is equipped with current and future-ready capabilities, stay relevant and help groom our next generation of leaders. We invest in our staff’s professional growth, through training and development programmes. I also enjoy the role I double-hat in, as Chairman of the ReCharge Committee. Our team organises a range of activities to enhance and enrich staff well-being, such as sports, recreation, wellness and even our company’s Family Day! Ariff (A): I am part of the Gas Operations team that renews gas pipes for residential and commercial projects to ensure reliable gas supply for customers’ daily needs. We work closely with authorities and contractors, often completing projects within a tight timeline. An example would be a tunnelling project where we had to use a special digging machine at 30 meters beneath ground level to pave the way for laying of gas pipes. A key motivator for me is knowing that what I do impacts the daily lives of people in Singapore.   What’s one memorable work experience you’ve had? B: During the Covid-19 pandemic I was touched to witness the selflessness of our colleagues. They continued to carry out their work and endure long hours in hot protective gear to ensure critical services continue to be made available. I developed a newfound respect for our colleagues working on power grid services! Muhammad Ariff Bin Ramli (in yellow outfit), with contractors working on commissioning works during the pandemic. A: When most people could work from home during the pandemic to keep safe, our team and the contractors continued to expedite urgent gas renewal works. This was a particularly challenging as the daily rise in infection cases affected the number of workers available for work. Looking back, I am so proud we managed to push through during that period. What would you say to people considering a career at SP? Benjamin Festin (third from left) with the ReCharge committee at the SP Fun Walk 2023. B: It’s an exciting time to join us as we are expanding our presence in Singapore and the region. If you’re looking for a role that allows you to play a part in securing Singapore’s energy future, consider SP! We also play an active role in social and community service, with outreach programmes growing from strength to strength catering to seniors, kids and youth, that YOU can be part of. Ariff: We are always encouraged to upgrade ourselves with easy access to a variety of courses to prepare us for future challenges and demands. The team spirit is also high. It’s like working in a big family where we always have each other’s back! Find out more about our career opportunities here: spgrp.sg/3sbjyJ6 TAGS PEOPLE OF SPSUSTAINABILITYRELIABILITY YOU MIGHT BE INTERESTED TO READ Underground wonders Hasinah leads in the coordination between LTA and SP Group on island-wide projects such the Thomson-East Coast Line and the integrated North South Corridor. Guardians of the Grid Executive Engineer Mohamad Elmi Sha Bin Mohamad Nasir and his colleagues at SP Group's Distribution Control Centre are part of the unit that oversees Singapore’s electricity grid round the clock. Mentor gives out tough assignments to sharpen skills of next generation With nearly four decades of experience under his belt, Chua Khim Mong believes tough assignments can help his mentees stretch their capabilities and grow in their careers. Category: Reliability Careershttps://www.spgroup.com.sg/about-us/careers OverviewScholarship & InternshipsMeet Our PeopleContact Us Careers Empowering Talent Fuel your passion in engineering. Join us and take pride in upholding Singapore's world-class network and drive sustainable energy solutions. We are looking for talent with the passion and agility to strive for high quality performance and develop cutting-edge innovative solutions for our customers in Singapore and the region. View Job Opportunities For a dynamic career in the energy industry click the appropriate hyperlink to view the available job opportunities. Administrative Positions Assistant Engineer/Technical Positions Corporate Function Positions Digital/Info Technology Positions Engineer Positions Scholarship Watch Our People at Work Watch how our people lead transformation and make their mark in their careers and fulfil their ambitions. Play Video Our Scholarship & Internship Programmes​ Harness the power of the SP scholarship Fulfil your ambition, lead transformation and make your mark in national-level initiatives and the global arena. As a scholar with SP Group, you are headed for a strong start in your engineering career. ​ Our engineers will go through a customised structured development programme varying from classroom, online and on-the-job training to accelerate the learning process. At the end of the structured training, they will be posted to key areas within SP Group, such as SP PowerGrid, Sustainable Energy Solutions or SP Services.​ We are looking for students pursuing a Diploma / Degree related to Electrical or Mechanical Engineering, with strong academic and co-curricular activities record. ​ Contact us at scholarship@spgroup.com.sg to find out more!​ Apply Online Energise your internship experience SP Internships offer a holistic experience for students with the desire to join the energy industry. Interns will be exposed to different aspects of our organisation, acquire practical skills through on-the-job training and build technical expertise by learning from dedicated mentors. We offer multidisciplinary internship roles in:​ Engineering (Electrical, Mechanical, etc.)​ Computing and Infocomm Technology (Data Analytics, Artificial Intelligence, Software Development, Information Security, etc.)​ Business (Human Resources, Finance, Marketing & Communications, etc.)​ Students from Universities, Polytechnics and Institute of Technical Education (ITE) are welcome to join our internship programme.​ Send your CV to internship@spgroup.com.sg to apply today! Meet our People Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ SP partners Pyxis to launch direct-current fast charging point for electric harbour crafts Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. Category: Innovation Sustainabilityhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/sustainability/empowering-green-capabilities Empowering Green Capabilities SUSTAINABILITY With a staff strength of over 3,700, how do the People of SP stay connected and build a collaborative culture to achieve synergistic outcomes? We speak to Satinderpal Singh, Head of Sales of SP Digital – the digital arm of SP Group – and Fong Yi Kit, Deputy Director of Sustainable Energy Solutions. They deal with the polarising “hot” and “cold” elements, but share one thing in common: empowering organisations with tools to create a low carbon, smart energy Singapore. Tell us about your role at SP Group and what a regular workday is like. Satinderpal (ST): My team deploys green energy tech solutions for commercial and industrial buildings, to enhance energy efficiency, lower cooling costs, and reduce carbon emissions. Yi Kit (YK): In my role, I help companies achieve their sustainability goals by leveraging renewable energy technologies such as solar photovoltaic (PV) solutions and Energy Storage Systems. ST: I am constantly on the go, engaging prospects and customers to understand their green goals and offer them Green Energy Tech solutions to overcome their challenges. I also keep abreast of the latest industry trends and developments and coach my team on strategic selling and customer management skills. Yi Kit: You can often find me on rooftops, not to chill and have a drink, but to design and develop the best solar PV solutions. On other days, I meet customers over coffee to discuss how best we can provide sustainable energy solutions that add value to their businesses. Beyond that, I always make time to catch up with colleagues over lunch or a game of basketball! Head of Sales of SP Digital, Satinderpal Singh (right), discussing the implementation of Green Energy Tech solutions with his colleagues. What is your most significant project to date? ST: One of the most significant projects is the upcoming Labrador Tower mixed-use development that will be launched next year. Fully equipped with our suite of in-house sustainable energy solutions, the project attained the Super Low Energy Building certification awarded by the Building and Construction Authority – the highest sustainability rating for buildings. Yi Kit: We recently installed rooftop solar PV systems at six of the properties under AIMS APAC REIT, a major industrial real estate investment trust. The project involved installing about 20,000 solar panels that will help reduce the company’s carbon emissions by 5,900 tonnes and generate 14,500 Megawatt-hours (MWh) of energy each year, enough to power more than 4,000 three-room HDB flats yearly. Deputy Director of Sustainable Energy Solutions, Fong Yi Kit, pursued his Masters in Renewable Energy in the UK, sponsored by SP Group. Describe in one sentence your deepest impression about SP your company. ST: A vibrant and energetic team with a can-do mindset and a thirst for knowledge.  Yi Kit: Strong focus on engineering excellence with safety as our highest priority, and camaraderie as second nature among our people. What would you say to fresh graduates or mid-career switchers looking to join the energy industry? Satinderpal: This is an extremely exciting phase for the energy industry as it plays an eminent role in the energy transition towards cleaner and greener sources.  I encourage our younger generation to sign up and join what we do! Yi Kit: A sustainable energy future is no longer an ambition. It is a future we need to make a reality. Take the leap and you will reap what you sow. Find out more about our career opportunities here: spgrp.sg/3StEp4R TAGS PEOPLE OF SP YOU MIGHT BE INTERESTED TO READ SP to design, build and operate a district cooling and heating system for the new international sports park city in Chengdu, China SP partners Capitaland to deploy distributed district cooling network at the new Geneo life sciences and innovation cluster at Singapore Science Park SP invests and builds 90-megawatt aquavoltaic farm in Shandong China Category: Sustainability Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain 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Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=innovation Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/sp-unveils-blockchain-powered-renewable-energy-certificates-marketplace SP Energy HubAnnual ReportReliabilitySustainabilityInnovation SP Unveils Blockchain-Powered Renewable Energy Certificates Marketplace INNOVATION SP Group presented one of the world’s first blockchain powered marketplace platform that will promote the transaction of renewable energy certificates Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/using-get--to-help-mercatus-digitally-manage-their-tenant-utilities SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Using GET™ to help Mercatus digitally manage their tenant utilities INNOVATION Dashboard view of GET™ TenantCare, which provides Mercatus with insights on utility usage data. SP Group (SP) is partnering Mercatus Co-operative Limited Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/sp-group-to-roll-out-singapore-s-first-large-scale-smart-water-metering-system SP Energy HubAnnual ReportReliabilitySustainabilityInnovation SP Group to roll out Singapore’s first large-scale smart water metering system INNOVATION SP Group will roll out Singapore’s first large-scale smart water metering project following the award by National Water Agency PUB to supply Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/driving-innovation-from-within SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Driving Innovation From Within INNOVATION We are powering transformation with talent in our organisation. SP’s Digital Technology team is swiftly building and deploying digital solutions such as the SP Utilities app and the energy-saving Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/world-s-first-blockchain-powered-rec-marketplace SP Energy HubAnnual ReportReliabilitySustainabilityInnovation World’s First Blockchain-Powered Rec Marketplace INNOVATION SP Group launched the world’s first blockchain-powered renewable energy certificate (REC) marketplace . SP’s blockchain marketplace enables the trading of REC – for renewable Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/world-s-first-index-for-smart-grid SP Energy HubAnnual ReportReliabilitySustainabilityInnovation World’s First Index for Smart Grid INNOVATION SP Group launched the world's first smart grid index to help utilities measure and advance in key dimensions of grid development. Using publicly available data, SP applied the framework on 45 Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/sp-group-and-hyundai-to-accelerate-adoption-of-evs-in-singapore SP Energy HubAnnual ReportReliabilitySustainabilityInnovation SP Group and Hyundai to Accelerate Adoption of EVs in Singapore INNOVATION SP Group (SP) and Hyundai will jointly develop a new business model for battery leasing, or Battery-as-a-Service (BaaS) – a first in Southeast Asia – where EV Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/developing-the-digital-core-of-sustainable-energy-solutions SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Developing the digital core of sustainable energy solutions INNOVATION Ibrahim Ghouth Wu, Infrastructure and Platforms Lead at SP Digital. Ibrahim first started as a Senior Systems Engineer in IT Operations, ensuring that servers Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=innovation Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/world-s-first-index-for-smart-grid SP Energy HubAnnual ReportReliabilitySustainabilityInnovation World’s First Index for Smart Grid INNOVATION SP Group launched the world's first smart grid index to help Searchhttps://www.spgroup.com.sg/search?tag=concept-lab /about-us/media-resources/energy-hub/innovation/pushing-the-frontiers-of-innovation SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Pushing The Frontiers Of Innovation INNOVATION Brandon Chia, Managing Director of Investments, at SP’s Concept Lab. A former SP cable-jointing workshop Media Release - Singapore Power Partners International Consortium Of Leading Utilities To Launch The Free Electrons Global Accelerator Programmehttps://www.spgroup.com.sg/dam/spgroup/wcm/connect/spgrp/3b92b588-2fac-425a-be34-c99aa1682947/%5B20170109%5D+Media+Release+-+Singapore+Power+Partners+International+Consortium+Of+Leading+Utilities+To+Launch+The+Free+Electrons+Global+Accelerator+Programme.pdf?MOD=AJPERES&CVID= Power Company (TEPCO). These utilities are leaders in clean energy transition, and have extensive experience in driving technological innovation. Together, the eight utilities represent a global footprint covering 73 million end customers across more than 40 countries, with a combined net income 1 2 3 4 5 ..... 15 Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=innovation Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/sp-unveils-blockchain-powered-renewable-energy-certificates-marketplace SP Energy HubAnnual ReportReliabilitySustainabilityInnovation SP Unveils Blockchain-Powered Renewable Energy Certificates Marketplace INNOVATION SP Group presented one of the world’s first blockchain powered marketplace platform that will promote the transaction of renewable energy certificates Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/using-get--to-help-mercatus-digitally-manage-their-tenant-utilities SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Using GET™ to help Mercatus digitally manage their tenant utilities INNOVATION Dashboard view of GET™ TenantCare, which provides Mercatus with insights on utility usage data. SP Group (SP) is partnering Mercatus Co-operative Limited Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/sp-group-to-roll-out-singapore-s-first-large-scale-smart-water-metering-system SP Ener

Media Release Leveraging Digital Solutions to Future-Proof Singapore’s Energy Grid As part of Singapore’s energy transition, the Energy Market Authority (EMA), together with industry partners, have embarked on digital projects to future-proof the nation's energy grid infrastructure. There has been good progress in the development of Singapore’s first Grid Digital Twin and Distributed Energy Resource Management System, and they will continue to be developed over the next few years. These projects will serve to enhance the resilience and reliability of Singapore’s electricity grid and support the deployment of cleaner energy sources. Grid Digital Twin 2. Singapore embarked on the Grid Digital Twin in 2021 with the aim of enhancing Singapore’s grid resilience, reliability, and support the deployment of cleaner energy sources. The Grid Digital Twin, comprising two key models - Digital Asset Twin and Digital Network Twin - is a virtual replica of the physical grid network and infrastructural assets. Created in collaboration with Government agencies, industry players and academia, research and development for Singapore’s first Grid Digital Twin for the national power grid has demonstrated good progress. Digital Asset Twin 3. The Digital Asset Twin is a virtual replica of SP Group’s electricity network assets. Developed by the SP Group, in collaboration with Nanyang Technological University (NTU), the Digital Asset Twin aims to enable network operators to monitor and analyse the condition and performance of grid assets, in order to mitigate potential issues. When fully developed, it is envisaged that the Digital Asset Twin will also enable informed decisions for prioritised and timely renewal and maintenance of grid assets. 4. Through in-house digital development capabilities, SP Group has built the core of the asset dashboard as well as key Artificial Intelligence (AI) engines and algorithms to integrate with sensors in real time. The SP-NTU Joint Lab will provide components of an Asset Health system and cost-effective condition monitoring sensors. SP Group targets to deploy a pilot by 2025. As costs of sensors, digital and communication solutions reduce, they can potentially be applied to the large number of distribution assets, such as the 18,000 transformers across SP’s 12,000 substations. Digital Network Twin 5. EMA has also collaborated with partners such as S&TPPO, A*STAR’s Institute of High Performance Computing (IHPC), and TUMCREATE to develop the Digital Network Twin within the Singapore Integrated Transport and Energy Model (SITEM). With the development of the Digital Network Twin, it enables SITEM to make use of advanced modelling and simulation software to model the impact of additional Electric Vehicle (EV) demand on the grid and identify necessary infrastructure upgrades under different scenarios. This has provided insights to EMA and SP Power Grid (SPPG) on how substation capacity could be optimised to support EV charging. The Digital Network Twin is currently undergoing the next stage of translational research and development in order to deploy the developed solutions into an end-user software solution usable by EMA by 2025. The software solution will help to assess the impact of significant demand changes expected in the distribution grid as energy sector decarbonises. 6. A*STAR has also incorporated high-resolution electricity demand results obtained from the Digital Network Twin into a national-level energy systems model that aims to optimise Singapore’s long-term decarbonisation pathways. The effort has yielded positive initial outcomes through the identification of potential ways to reduce investment costs in the power sector over the next 30 years, as the nation seeks to achieve net zero emissions by 2050. EMA will also work with A*STAR and other partner agencies, through the Centre for Energy and Emissions Modelling (CE2M), to further improve long term power sector decarbonisation planning. 7. Through these initiatives, Singapore will have smarter and more efficient ways of monitoring and predicting the health of the nation’s grid assets and network. In addition, the Grid Digital Twin allows for a risk-free environment to study and test different scenarios. This will help future-proof Singapore’s power grid by ensuring that it is well-equipped to manage increasing electricity demand and changes in energy supply, while maintaining reliability in grid operations. Distributed Energy Resource Management System (DERMS) 8. Distributed Energy Resources (DERs) like solar generation systems, battery Energy Storage Systems (ESS), and Electric Vehicles (EVs) are likely to proliferate in the coming decades. This is because solar power generation and battery ESS are expected to become cheaper and more efficient, given ongoing research and development efforts as well as economies of scale. As such, it is increasingly vital to ensure that Singapore’s grid infrastructure is able to support the integration and deployment of cleaner energy sources.   9. To better optimise the management of small-scale DERs such as solar and EVs across the network, SPPG has embarked on pilot development for a Distributed Energy Resource Management System (DERMS). DERMS is a monitoring and control platform which aims to support SPPG’s network operators with real-time information and control capabilities to optimise DER connections. 10. SP Group has carried out a proof-of-concept in 2021, to explore use cases where monitoring and control of DERs could support network operations. From this first phase, monitoring and control solutions were trialled on test setup to gain first-hand experience and identify potential applications for Singapore’s context. 11. The next phase of the DERMS pilot is focused on solar forecasting and capabilities to prepare for increasing EV adoption, and will be test-bedded at selected SP substations. When fully developed, DERMS will be able to support network operators in the sustainable integration of solar and EV-related DERs into the network, while effectively managing reliability and system costs. ANNEX A: Factsheet on Singapore National Grid Digital Twin -- End -- About the Energy Market Authority The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to build a clean energy future that is resilient, sustainable, and competitive. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. About the SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, as well as sustainable energy solutions in Singapore, China, Thailand and Vietnam.  As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective worldwide.  Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast-charging stations and digital energy solutions for customers in Singapore and the region.  For more information, please visit spgroup.com.sg or follow us on Facebook at spgrp.sg/facebook, LinkedIn at spgrp.sg/linkedin and Instagram at spgrp.sg/Instagram.   ANNEX A: FACTSHEET ON THE SINGAPORE NATIONAL GRID DIGITAL TWIN 1. A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2. The digital twin of Singapore’s national grid will comprise two key models: a. Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. Through in-house digital development capabilities, SP Group has built the core of the asset dashboard and the initial key AI engines and algorithms to integrate with sensors in real time. The SP NTU Joint Lab will provide components of an Asset Health system and break-through cost effective condition monitoring sensors. SP Group targets to deploy a pilot by 2025. As costs of sensors, digital and communication solutions reduce, these digital solutions can potentially be applied to the large number of distribution assets, such as the 18,000 transformers across 12,000 substations.  The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory[1]. b. Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO)[2], the Network Twin is able to provide EMA and SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. EMA and agencies such as A*STAR’s IHPC, S&TPPO, and TUMCREATE, have developed the Singapore Integrated Transport and Energy Model (SITEM) to model the impact of additional Electric Vehicle (EV) demand on the grid and identify necessary infrastructure upgrades under different scenarios. SITEM has provided insights on how substation capacity can be optimised to support EV charging. The first prototype Network Twin was developed as part of the SITEM project by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project was funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO).  IHPC is currently undertaking the next stage of translational R&D that aims to deploy the Network Twin into an end-user software solution usable by EMA engineers by 2025.  EMA will work together with A*STAR and other partner agencies in the Centre for Energy and Emissions Modelling (CE2M), which seeks to support long-term national decarbonisation planning. The initiative aims to develop a federated systems architecture that integrates the national energy system model, with sectoral models such as power and transport.  The modelling effort would better inform Singapore’s net-zero strategy, including our future power grid. 3. Key benefits of the Grid Digital Twin are: a. Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets.  b. Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads. c. Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience. [1] The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. [2] MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-s-transition-to-electric-vehicles. Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory)

Media Release Singapore's First Digital Twin for National Power Grid 27 October 2021 Singapore’s First Digital Twin for National Power Grid Created in collaboration with government agencies, industry players and research experts to enhance power grid resilience A brighter and more sustainable energy future – this is what Singapore’s first digital twin for the power grid will enable. Supported by the Energy Market Authority (EMA), SP Group (SP) and the Science and Technology Policy and Plans Office (S&TPPO) under the Prime Minister’s Office, the upcoming Grid Digital Twin will serve to enhance Singapore’s grid resilience to ensure grid reliability and support the deployment of cleaner energy sources.   The Grid Digital Twin is a virtual representation of the physical power grid assets and network and operates using real-time and historical data. It comprises two key models: Asset Twin1 for the health management of grid assets (such as substations, transformers, cables); and Network Twin2 for the assessment of impact on the grid when connecting new energy sources or consumers to the grid. The Grid Digital Twin is currently in a prototype stage and is expected to be fully developed over the next few years. When fully deployed, it will enable SP to better plan, operate and maintain the national power grid through modelling and simulations so that the actual works can be carried out in a more effective and efficient way. (Refer to Annex for more information.) Key benefits of the Grid Digital Twin include improving network planning analysis and remote monitoring of asset conditions, thereby saving manpower resources in carrying out extensive physical inspections. As the Grid Digital Twin provides a more holistic model of the grid, it can facilitate planning of infrastructure for different needs (such as installation of electric vehicle chargers, and connection of solar photovoltaic systems and energy storage systems). Progressive enhancements to the Grid Digital Twin are in place to make it more accurate and efficient, as SP continues to digitise the existing electricity assets under the network.   In tandem with the Singapore Green Plan 2030, Singapore is looking to greener sources of energy and more diversification of energy supply, such as solar deployments, energy storage systems and vehicle-to-grid technologies. In addition, power grid operations will become more complex with increasing electrification and deployment of more distributed energy resources (DERs). Currently, the national power grid comprises over 18,000 transformers, with more than 27,000 km of underground cables interconnecting over 11,000 substations. The Grid Digital Twin will therefore help to future-proof our power grid, to ensure that it is well-equipped to manage such complexities while maintaining reliability of grid operations.   Mr Ngiam Shih Chun, Chief Executive of EMA, said, “The digital twin for our national power grid will help to enhance the reliability of our electricity supply and support our transition towards greater energy sustainability. With the pressing need to tackle climate change, the power grid needs to evolve to support a more complex power system that will connect to more diverse sources of cleaner energy as well as a growing network to meet rising demand.”   Mr Stanley Huang, Group Chief Executive Officer of SP Group, said, “SP Group works closely with EMA to explore measures to improve Singapore’s grid reliability and resilience. Harnessing the power of digitisation, the Grid Digital Twin enables us to monitor and test different scenarios based on a virtual replica of the grid. We can then effectively test potential upgrades and enhancements, and future-ready innovations such as the projects under the SP Group - NTU Joint Lab to support our ambition to empower the future of energy.”   When completed, the Grid Digital Twin will be a key initiative in contributing towards Singapore’s overall efforts for greater sustainability through enhanced grid network planning and operations.   Annex: Factsheet on the Singapore Power Grid Digital Twin -- End -- About Energy Market Authority The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to forge a progressive energy landscape for sustained growth. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. Instagram: @EMA_Singapore | Facebook: facebook.com/EnergyMarketAuthority | Twitter: @EMA_sg | LinkedIn: linkedin.com/company/energy-market-authority-ema-/ About SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and sustainable energy solutions in Singapore and China. As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective world-wide. Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast charging and digital energy solutions for customers in Singapore and the region. For more information, please visit spgroup.com.sg or for follow us on Facebook at fb.com/SPGroupSG, on LinkedIn at spgrp.sg/linkedin and on Twitter @SPGroupSG.   ANNEX FACTSHEET ON THE SINGAPORE POWER GRID DIGITAL TWIN A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2. The digital twin of Singapore’s power grid will comprise two key models: Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory3   Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO)4, the Network Twin is able to provide SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO).   Key benefits of the Grid Digital Twin are: Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets.   Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads.   Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience.   Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) KEY VISUAL FOR ASSET TWIN Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory) KEY VISUAL FOR NETWORK TWIN Dashboard for analysing electric vehicle charging impact on the distribution grid using the Network Twin (Image Credit: Institute of High Performance Computing and TUMCREATE) 1 The Asset Twin is underpinned by five research projects awarded by EMA to SP Group and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory. 2 The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). 3 The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. 4 MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-s- transition-to-electric-vehicles.

MEDIA RELEASE 27 October 2021 Singapore’s First Digital Twin for National Power Grid Created in collaboration with government agencies, industry players and research experts to enhance power grid resilience A brighter and more sustainable energy future – this is what Singapore’s first digital twin for the power grid will enable. Supported by the Energy Market Authority (EMA), SP Group (SP) and the Science and Technology Policy and Plans Office (S&TPPO) under the Prime Minister’s Office, the upcoming Grid Digital Twin will serve to enhance Singapore’s grid resilience to ensure grid reliability and support the deployment of cleaner energy sources. 2 The Grid Digital Twin is a virtual representation of the physical power grid assets and network and operates using real-time and historical data. It comprises two key models: • Asset Twin 1 for the health management of grid assets (such as substations, transformers, cables); and • Network Twin 2 for the assessment of impact on the grid when connecting new energy sources or consumers to the grid. The Grid Digital Twin is currently in a prototype stage and is expected to be fully developed over the next few years. When fully deployed, it will enable SP to better plan, operate and maintain the national power grid through modelling and simulations so that the actual works can be carried out in a more effective and efficient way. (Refer to Annex for more information.) 3 Key benefits of the Grid Digital Twin include improving network planning analysis and remote monitoring of asset conditions, thereby saving manpower resources in carrying out extensive physical inspections. As the Grid Digital Twin provides a more holistic model of the grid, it can facilitate planning of infrastructure for 1 The Asset Twin is underpinned by five research projects awarded by EMA to SP Group and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory. 2 The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). different needs (such as installation of electric vehicle chargers, and connection of solar photovoltaic systems and energy storage systems). Progressive enhancements to the Grid Digital Twin are in place to make it more accurate and efficient, as SP continues to digitise the existing electricity assets under the network. 4 In tandem with the Singapore Green Plan 2030, Singapore is looking to greener sources of energy and more diversification of energy supply, such as solar deployments, energy storage systems and vehicle-to-grid technologies. In addition, power grid operations will become more complex with increasing electrification and deployment of more distributed energy resources (DERs). Currently, the national power grid comprises over 18,000 transformers, with more than 27,000 km of underground cables interconnecting over 11,000 substations. The Grid Digital Twin will therefore help to future-proof our power grid, to ensure that it is well-equipped to manage such complexities while maintaining reliability of grid operations. 5 Mr Ngiam Shih Chun, Chief Executive of EMA, said, “The digital twin for our national power grid will help to enhance the reliability of our electricity supply and support our transition towards greater energy sustainability. With the pressing need to tackle climate change, the power grid needs to evolve to support a more complex power system that will connect to more diverse sources of cleaner energy as well as a growing network to meet rising demand.” 6 Mr Stanley Huang, Group Chief Executive Officer of SP Group, said, “SP Group works closely with EMA to explore measures to improve Singapore’s grid reliability and resilience. Harnessing the power of digitisation, the Grid Digital Twin enables us to monitor and test different scenarios based on a virtual replica of the grid. We can then effectively test potential upgrades and enhancements, and future-ready innovations such as the projects under the SP Group - NTU Joint Lab to support our ambition to empower the future of energy.” 7 When completed, the Grid Digital Twin will be a key initiative in contributing towards Singapore’s overall efforts for greater sustainability through enhanced grid network planning and operations. Annex: Factsheet on the Singapore Power Grid Digital Twin About Energy Market Authority -- End -- The Energy Market Authority (EMA) is a statutory board under the Singapore Ministry of Trade and Industry. Through our work, we seek to forge a progressive energy landscape for sustained growth. We aim to ensure a reliable and secure energy supply, promote effective competition in the energy market and develop a dynamic energy sector in Singapore. Visit www.ema.gov.sg for more information. Instagram: @EMA_Singapore | Facebook: facebook.com/EnergyMarketAuthority | Twitter: @EMA_sg | LinkedIn: linkedin.com/company/energy-market-authority-ema-/ About SP Group SP Group is a leading utilities group in the Asia Pacific, empowering the future of energy with low-carbon, smart energy solutions for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and sustainable energy solutions in Singapore and China. As Singapore’s national grid operator, about 1.6 million industrial, commercial and residential customers benefit from its world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective world-wide. Beyond traditional utilities services, SP Group provides a suite of sustainable and renewable energy solutions such as microgrids, cooling and heating systems for business districts and residential townships, solar energy solutions, electric vehicle fast charging and digital energy solutions for customers in Singapore and the region. For more information, please visit spgroup.com.sg or for follow us on Facebook at fb.com/SPGroupSG, on LinkedIn at spgrp.sg/linkedin and on Twitter @SPGroupSG. ANNEX FACTSHEET ON THE SINGAPORE POWER GRID DIGITAL TWIN A digital twin is a virtual model of physical infrastructure, processes and systems that can carry out various functions such as intelligent data analysis, computer modelling and simulation and machine learning to support users in improving planning and decision-making processes. 2 The digital twin of Singapore’s power grid will comprise two key models: a. Asset Twin to optimise the planning, operations and maintenance of SP’s grid assets (such as substations, transformers, switchgears and cables). The Asset Twin is able to remotely monitor and analyse the condition and performance of assets and identify potential risks in grid operations early. This allows SP Group (SP) to make informed decisions on renewal and maintenance plans accordingly. The Asset Twin is underpinned by five research projects awarded by the Energy Market Authority (EMA) to SP and Nanyang Technological University (NTU) under the SP Group - NTU Joint Laboratory 3 . b. Network Twin for impact assessment on grid. This uses modelling and simulations to determine the impact of additional loads (such as charging of electric vehicles) and distributed energy resources (such as solar photovoltaics and energy storage systems) on the grid. Using an advanced software framework known as the Multi Energy System Modelling & Optimisation (MESMO) 4 , the Network Twin is able to provide SP with a high-level assessment of the impact of demands on the grid and any upgrades required for different scenarios. The Network Twin is being developed by the Institute of High Performance Computing (IHPC) at the Agency for Science, Technology and Research (A*STAR), together with its technology partner TUMCREATE Ltd. The project is funded by the Public Sector Science & Technology Policy & Plans Office (S&TPPO). 3 The SP Group - NTU Joint Lab was established between SP Group and NTU in 2020, to explore energy-related projects in the areas of asset management and network operations. 4 MESMO is one of two primary simulation technologies that is used in the Singapore Integrated Transport Energy Model (SITEM) project. More details on SITEM can be found on A*STAR’s website: www.a-star.edu.sg/News-and-Events/a-star-news/news/press-releases/supporting-singapore-stransition-to-electric-vehicles. 3 Key benefits of the Grid Digital Twin are: a. Enhanced condition monitoring of assets and prioritisation of asset renewal, by having a decision tool that can identify risks and prioritise grid assets renewal plans. The tool will take into account health, utilisation and failure history of the grid assets. b. Improvement in carrying out network planning analysis by having a better network utilisation when balancing new or peak electricity loads. c. Optimisation of asset investment, by identifying potential synergies between asset renewal and upgrades for load growth without compromising grid resilience. Grid Digital Twin comprising the Asset Twin and Network Twin (Image Credit: Energy Market Authority) KEY VISUAL FOR ASSET TWIN Overview of Asset Health and Criticality Index for the Distribution Network (Image Credit: SP Group-NTU Joint Laboratory) KEY VISUAL OF NETWORK TWIN Dashboard for analysing electric vehicle charging impact on the distribution grid using the Network Twin (Image Credit: Institute of High Performance Computing and TUMCREATE)

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3,700, how do the People of SP stay connected and build a collaborative culture to achieve synergistic outcomes? We speak to Benjamin Festin, Vice President of Human Resource and Muhammad Ariff Bin Ramli, Technical Officer from Gas Operations at SP Group (SP). Benjamin describes how SP is constantly designing programmes for employees to grow and upskill, while Ariff shares how he feels empowered to assume greater responsibilities in his job role. What are your responsibilities at SP Group? Benjamin (B): I lead the talent development unit in the Human Resource department at SP. We are constantly on the lookout for people with diverse and unique skills who can contribute to the organisation’s rapid expansion locally and in the region. To build a strong and committed team, we ensure our workforce is equipped with current and future-ready capabilities, stay relevant and help groom our next generation of leaders. We invest in our staff’s professional growth, through training and development programmes. I also enjoy the role I double-hat in, as Chairman of the ReCharge Committee. Our team organises a range of activities to enhance and enrich staff well-being, such as sports, recreation, wellness and even our company’s Family Day! Ariff (A): I am part of the Gas Operations team that renews gas pipes for residential and commercial projects to ensure reliable gas supply for customers’ daily needs. We work closely with authorities and contractors, often completing projects within a tight timeline. An example would be a tunnelling project where we had to use a special digging machine at 30 meters beneath ground level to pave the way for laying of gas pipes. A key motivator for me is knowing that what I do impacts the daily lives of people in Singapore.   What’s one memorable work experience you’ve had? B: During the Covid-19 pandemic I was touched to witness the selflessness of our colleagues. They continued to carry out their work and endure long hours in hot protective gear to ensure critical services continue to be made available. I developed a newfound respect for our colleagues working on power grid services! Muhammad Ariff Bin Ramli (in yellow outfit), with contractors working on commissioning works during the pandemic. A: When most people could work from home during the pandemic to keep safe, our team and the contractors continued to expedite urgent gas renewal works. This was a particularly challenging as the daily rise in infection cases affected the number of workers available for work. Looking back, I am so proud we managed to push through during that period. What would you say to people considering a career at SP? Benjamin Festin (third from left) with the ReCharge committee at the SP Fun Walk 2023. B: It’s an exciting time to join us as we are expanding our presence in Singapore and the region. If you’re looking for a role that allows you to play a part in securing Singapore’s energy future, consider SP! We also play an active role in social and community service, with outreach programmes growing from strength to strength catering to seniors, kids and youth, that YOU can be part of. Ariff: We are always encouraged to upgrade ourselves with easy access to a variety of courses to prepare us for future challenges and demands. The team spirit is also high. It’s like working in a big family where we always have each other’s back! Find out more about our career opportunities here: spgrp.sg/3sbjyJ6 TAGS PEOPLE OF SPSUSTAINABILITYRELIABILITY YOU MIGHT BE INTERESTED TO READ Underground wonders Hasinah leads in the coordination between LTA and SP Group on island-wide projects such the Thomson-East Coast Line and the integrated North South Corridor. Guardians of the Grid Executive Engineer Mohamad Elmi Sha Bin Mohamad Nasir and his colleagues at SP Group's Distribution Control Centre are part of the unit that oversees Singapore’s electricity grid round the clock. Mentor gives out tough assignments to sharpen skills of next generation With nearly four decades of experience under his belt, Chua Khim Mong believes tough assignments can help his mentees stretch their capabilities and grow in their careers. Category: Reliability Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=people-of-sp Search Reliabilityhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/reliability/Empowering-talent SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Empowering talent RELIABILITY With a staff strength of more than 3,700, how do the People of SP stay connected and build a collaborative culture to achieve synergistic outcomes? We speak to Benjamin Festin, Vice President of Human Resource and Muhammad Ariff Bin Ramli, Technical Officer from Gas Operations at SP Group (SP). Benjamin describes how SP is constantly designing programmes for employees to grow and upskill, while Ariff shares how he feels empowered to assume greater responsibilities in his job role. What are your responsibilities at SP Group? Benjamin (B): I lead the talent development unit in the Human Resource department at SP. We are constantly on the lookout for people with diverse and unique skills who can contribute to the organisation’s rapid expansion locally and in the region. To build a strong and committed team, we ensure our workforce is equipped with current and future-ready capabilities, stay relevant and help groom our next generation of leaders. We invest in our staff’s professional growth, through training and development programmes. I also enjoy the role I double-hat in, as Chairman of the ReCharge Committee. Our team organises a range of activities to enhance and enrich staff well-being, such as sports, recreation, wellness and even our company’s Family Day! Ariff (A): I am part of the Gas Operations team that renews gas pipes for residential and commercial projects to ensure reliable gas supply for customers’ daily needs. We work closely with authorities and contractors, often completing projects within a tight timeline. An example would be a tunnelling project where we had to use a special digging machine at 30 meters beneath ground level to pave the way for laying of gas pipes. A key motivator for me is knowing that what I do impacts the daily lives of people in Singapore.   What’s one memorable work experience you’ve had? B: During the Covid-19 pandemic I was touched to witness the selflessness of our colleagues. They continued to carry out their work and endure long hours in hot protective gear to ensure critical services continue to be made available. I developed a newfound respect for our colleagues working on power grid services! Muhammad Ariff Bin Ramli (in yellow outfit), with contractors working on commissioning works during the pandemic. A: When most people could work from home during the pandemic to keep safe, our team and the contractors continued to expedite urgent gas renewal works. This was a particularly challenging as the daily rise in infection cases affected the number of workers available for work. Looking back, I am so proud we managed to push through during that period. What would you say to people considering a career at SP? Benjamin Festin (third from left) with the ReCharge committee at the SP Fun Walk 2023. B: It’s an exciting time to join us as we are expanding our presence in Singapore and the region. If you’re looking for a role that allows you to play a part in securing Singapore’s energy future, consider SP! We also play an active role in social and community service, with outreach programmes growing from strength to strength catering to seniors, kids and youth, that YOU can be part of. Ariff: We are always encouraged to upgrade ourselves with easy access to a variety of courses to prepare us for future challenges and demands. The team spirit is also high. It’s like working in a big family where we always have each other’s back! Find out more about our career opportunities here: spgrp.sg/3sbjyJ6 TAGS PEOPLE OF SPSUSTAINABILITYRELIABILITY YOU MIGHT BE INTERESTED TO READ Underground wonders Hasinah leads in the coordination between LTA and SP Group on island-wide projects such the Thomson-East Coast Line and the integrated North South Corridor. Guardians of the Grid Executive Engineer Mohamad Elmi Sha Bin Mohamad Nasir and his colleagues at SP Group's Distribution Control Centre are part of the unit that oversees Singapore’s electricity grid round the clock. Mentor gives out tough assignments to sharpen skills of next generation With nearly four decades of experience under his belt, Chua Khim Mong believes tough assignments can help his mentees stretch their capabilities and grow in their careers. Category: Reliability Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=people-of-sp Search Reliabilityhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/reliability/Empowering-talent SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Empowering talent RELIABILITY With a staff strength of more than 3,700, how do the People of SP stay connected and build a collaborative culture to achieve synergistic outcomes? We speak to Benjamin Festin, Vice President of Human Resource and Muhammad Ariff Bin Ramli, Technical Officer from Gas Operations at SP Group (SP). Benjamin describes how SP is constantly designing programmes for employees to grow and upskill, while Ariff shares how he feels empowered to assume greater responsibilities in his job role. What are your responsibilities at SP Group? Benjamin (B): I lead the talent development unit in the Human Resource department at SP. We are constantly on the lookout for people with diverse and unique skills who can contribute to the organisation’s rapid expansion locally and in the region. To build a strong and committed team, we ensure our workforce is equipped with current and future-ready capabilities, stay relevant and help groom our next generation of leaders. We invest in our staff’s professional growth, through training and development programmes. I also enjoy the role I double-hat in, as Chairman of the ReCharge Committee. Our team organises a range of activities to enhance and enrich staff well-being, such as sports, recreation, wellness and even our company’s Family Day! Ariff (A): I am part of the Gas Operations team that renews gas pipes for residential and commercial projects to ensure reliable gas supply for customers’ daily needs. We work closely with authorities and contractors, often completing projects within a tight timeline. An example would be a tunnelling project where we had to use a special digging machine at 30 meters beneath ground level to pave the way for laying of gas pipes. A key motivator for me is knowing that what I do impacts the daily lives of people in Singapore.   What’s one memorable work experience you’ve had? B: During the Covid-19 pandemic I was touched to witness the selflessness of our colleagues. They continued to carry out their work and endure long hours in hot protective gear to ensure critical services continue to be made available. I developed a newfound respect for our colleagues working on power grid services! Muhammad Ariff Bin Ramli (in yellow outfit), with contractors working on commissioning works during the pandemic. A: When most people could work from home during the pandemic to keep safe, our team and the contractors continued to expedite urgent gas renewal works. This was a particularly challenging as the daily rise in infection cases affected the number of workers available for work. Looking back, I am so proud we managed to push through during that period. What would you say to people considering a career at SP? Benjamin Festin (third from left) with the ReCharge committee at the SP Fun Walk 2023. B: It’s an exciting time to join us as we are expanding our presence in Singapore and the region. If you’re looking for a role that allows you to play a part in securing Singapore’s energy future, consider SP! We also play an active role in social and community service, with outreach programmes growing from strength to strength catering to seniors, kids and youth, that YOU can be part of. Ariff: We are always encouraged to upgrade ourselves with easy access to a variety of courses to prepare us for future challenges and demands. The team spirit is also high. It’s like working in a big family where we always have each other’s back! Find out more about our career opportunities here: spgrp.sg/3sbjyJ6 TAGS PEOPLE OF SPSUSTAINABILITYRELIABILITY YOU MIGHT BE INTERESTED TO READ Underground wonders Hasinah leads in the coordination between LTA and SP Group on island-wide projects such the Thomson-East Coast Line and the integrated North South Corridor. Guardians of the Grid Executive Engineer Mohamad Elmi Sha Bin Mohamad Nasir and his colleagues at SP Group's Distribution Control Centre are part of the unit that oversees Singapore’s electricity grid round the clock. Mentor gives out tough assignments to sharpen skills of next generation With nearly four decades of experience under his belt, Chua Khim Mong believes tough assignments can help his mentees stretch their capabilities and grow in their careers. Category: Reliability Careershttps://www.spgroup.com.sg/about-us/careers OverviewScholarship & InternshipsMeet Our PeopleContact Us Careers Empowering Talent Fuel your passion in engineering. Join us and take pride in upholding Singapore's world-class network and drive sustainable energy solutions. We are looking for talent with the passion and agility to strive for high quality performance and develop cutting-edge innovative solutions for our customers in Singapore and the region. View Job Opportunities For a dynamic career in the energy industry click the appropriate hyperlink to view the available job opportunities. Administrative Positions Assistant Engineer/Technical Positions Corporate Function Positions Digital/Info Technology Positions Engineer Positions Scholarship Watch Our People at Work Watch how our people lead transformation and make their mark in their careers and fulfil their ambitions. Play Video Our Scholarship & Internship Programmes​ Harness the power of the SP scholarship Fulfil your ambition, lead transformation and make your mark in national-level initiatives and the global arena. As a scholar with SP Group, you are headed for a strong start in your engineering career. ​ Our engineers will go through a customised structured development programme varying from classroom, online and on-the-job training to accelerate the learning process. At the end of the structured training, they will be posted to key areas within SP Group, such as SP PowerGrid, Sustainable Energy Solutions or SP Services.​ We are looking for students pursuing a Diploma / Degree related to Electrical or Mechanical Engineering, with strong academic and co-curricular activities record. ​ Contact us at scholarship@spgroup.com.sg to find out more!​ Apply Online Energise your internship experience SP Internships offer a holistic experience for students with the desire to join the energy industry. Interns will be exposed to different aspects of our organisation, acquire practical skills through on-the-job training and build technical expertise by learning from dedicated mentors. We offer multidisciplinary internship roles in:​ Engineering (Electrical, Mechanical, etc.)​ Computing and Infocomm Technology (Data Analytics, Artificial Intelligence, Software Development, Information Security, etc.)​ Business (Human Resources, Finance, Marketing & Communications, etc.)​ Students from Universities, Polytechnics and Institute of Technical Education (ITE) are welcome to join our internship programme.​ Send your CV to internship@spgroup.com.sg to apply today! Meet our People Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ SP partners Pyxis to launch direct-current fast charging point for electric harbour crafts Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. Category: Innovation Sustainabilityhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/sustainability/empowering-green-capabilities Empowering Green Capabilities SUSTAINABILITY With a staff strength of over 3,700, how do the People of SP stay connected and build a collaborative culture to achieve synergistic outcomes? We speak to Satinderpal Singh, Head of Sales of SP Digital – the digital arm of SP Group – and Fong Yi Kit, Deputy Director of Sustainable Energy Solutions. They deal with the polarising “hot” and “cold” elements, but share one thing in common: empowering organisations with tools to create a low carbon, smart energy Singapore. Tell us about your role at SP Group and what a regular workday is like. Satinderpal (ST): My team deploys green energy tech solutions for commercial and industrial buildings, to enhance energy efficiency, lower cooling costs, and reduce carbon emissions. Yi Kit (YK): In my role, I help companies achieve their sustainability goals by leveraging renewable energy technologies such as solar photovoltaic (PV) solutions and Energy Storage Systems. ST: I am constantly on the go, engaging prospects and customers to understand their green goals and offer them Green Energy Tech solutions to overcome their challenges. I also keep abreast of the latest industry trends and developments and coach my team on strategic selling and customer management skills. Yi Kit: You can often find me on rooftops, not to chill and have a drink, but to design and develop the best solar PV solutions. On other days, I meet customers over coffee to discuss how best we can provide sustainable energy solutions that add value to their businesses. Beyond that, I always make time to catch up with colleagues over lunch or a game of basketball! Head of Sales of SP Digital, Satinderpal Singh (right), discussing the implementation of Green Energy Tech solutions with his colleagues. What is your most significant project to date? ST: One of the most significant projects is the upcoming Labrador Tower mixed-use development that will be launched next year. Fully equipped with our suite of in-house sustainable energy solutions, the project attained the Super Low Energy Building certification awarded by the Building and Construction Authority – the highest sustainability rating for buildings. Yi Kit: We recently installed rooftop solar PV systems at six of the properties under AIMS APAC REIT, a major industrial real estate investment trust. The project involved installing about 20,000 solar panels that will help reduce the company’s carbon emissions by 5,900 tonnes and generate 14,500 Megawatt-hours (MWh) of energy each year, enough to power more than 4,000 three-room HDB flats yearly. Deputy Director of Sustainable Energy Solutions, Fong Yi Kit, pursued his Masters in Renewable Energy in the UK, sponsored by SP Group. Describe in one sentence your deepest impression about SP your company. ST: A vibrant and energetic team with a can-do mindset and a thirst for knowledge.  Yi Kit: Strong focus on engineering excellence with safety as our highest priority, and camaraderie as second nature among our people. What would you say to fresh graduates or mid-career switchers looking to join the energy industry? Satinderpal: This is an extremely exciting phase for the energy industry as it plays an eminent role in the energy transition towards cleaner and greener sources.  I encourage our younger generation to sign up and join what we do! Yi Kit: A sustainable energy future is no longer an ambition. It is a future we need to make a reality. Take the leap and you will reap what you sow. Find out more about our career opportunities here: spgrp.sg/3StEp4R TAGS PEOPLE OF SP YOU MIGHT BE INTERESTED TO READ SP to design, build and operate a district cooling and heating system for the new international sports park city in Chengdu, China SP partners Capitaland to deploy distributed district cooling network at the new Geneo life sciences and innovation cluster at Singapore Science Park SP invests and builds 90-megawatt aquavoltaic farm in Shandong China Category: Sustainability Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain 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Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=innovation Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/sp-unveils-blockchain-powered-renewable-energy-certificates-marketplace SP Energy HubAnnual ReportReliabilitySustainabilityInnovation SP Unveils Blockchain-Powered Renewable Energy Certificates Marketplace INNOVATION SP Group presented one of the world’s first blockchain powered marketplace platform that will promote the transaction of renewable energy certificates Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/using-get--to-help-mercatus-digitally-manage-their-tenant-utilities SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Using GET™ to help Mercatus digitally manage their tenant utilities INNOVATION Dashboard view of GET™ TenantCare, which provides Mercatus with insights on utility usage data. SP Group (SP) is partnering Mercatus Co-operative Limited Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/sp-group-to-roll-out-singapore-s-first-large-scale-smart-water-metering-system SP Energy HubAnnual ReportReliabilitySustainabilityInnovation SP Group to roll out Singapore’s first large-scale smart water metering system INNOVATION SP Group will roll out Singapore’s first large-scale smart water metering project following the award by National Water Agency PUB to supply Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/driving-innovation-from-within SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Driving Innovation From Within INNOVATION We are powering transformation with talent in our organisation. SP’s Digital Technology team is swiftly building and deploying digital solutions such as the SP Utilities app and the energy-saving Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/world-s-first-blockchain-powered-rec-marketplace SP Energy HubAnnual ReportReliabilitySustainabilityInnovation World’s First Blockchain-Powered Rec Marketplace INNOVATION SP Group launched the world’s first blockchain-powered renewable energy certificate (REC) marketplace . SP’s blockchain marketplace enables the trading of REC – for renewable Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/world-s-first-index-for-smart-grid SP Energy HubAnnual ReportReliabilitySustainabilityInnovation World’s First Index for Smart Grid INNOVATION SP Group launched the world's first smart grid index to help utilities measure and advance in key dimensions of grid development. Using publicly available data, SP applied the framework on 45 Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/sp-group-and-hyundai-to-accelerate-adoption-of-evs-in-singapore SP Energy HubAnnual ReportReliabilitySustainabilityInnovation SP Group and Hyundai to Accelerate Adoption of EVs in Singapore INNOVATION SP Group (SP) and Hyundai will jointly develop a new business model for battery leasing, or Battery-as-a-Service (BaaS) – a first in Southeast Asia – where EV Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/developing-the-digital-core-of-sustainable-energy-solutions SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Developing the digital core of sustainable energy solutions INNOVATION Ibrahim Ghouth Wu, Infrastructure and Platforms Lead at SP Digital. Ibrahim first started as a Senior Systems Engineer in IT Operations, ensuring that servers Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=innovation Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/world-s-first-index-for-smart-grid SP Energy HubAnnual ReportReliabilitySustainabilityInnovation World’s First Index for Smart Grid INNOVATION SP Group launched the world's first smart grid index to help Searchhttps://www.spgroup.com.sg/search?tag=concept-lab /about-us/media-resources/energy-hub/innovation/pushing-the-frontiers-of-innovation SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Pushing The Frontiers Of Innovation INNOVATION Brandon Chia, Managing Director of Investments, at SP’s Concept Lab. A former SP cable-jointing workshop Media Release - Singapore Power Partners International Consortium Of Leading Utilities To Launch The Free Electrons Global Accelerator Programmehttps://www.spgroup.com.sg/dam/spgroup/wcm/connect/spgrp/3b92b588-2fac-425a-be34-c99aa1682947/%5B20170109%5D+Media+Release+-+Singapore+Power+Partners+International+Consortium+Of+Leading+Utilities+To+Launch+The+Free+Electrons+Global+Accelerator+Programme.pdf?MOD=AJPERES&CVID= Power Company (TEPCO). These utilities are leaders in clean energy transition, and have extensive experience in driving technological innovation. Together, the eight utilities represent a global footprint covering 73 million end customers across more than 40 countries, with a combined net income 1 2 3 4 5 ..... 15 Searchhttps://www.spgroup.com.sg/search?tag=energy-brain Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from large volume of energy consumption data from residential households and businesses. Together with complementary data, the Energy Brain analysed the data to offer our customers with data-driven solutions. This scenario, described by Dr Hu Yiqun, Director, SP Digital, showcases a future where data science, coupled with Artificial Intelligence (AI) can improve energy services and business intelligence to customers. “Data is the new currency in our economy. Increasingly, data provides insights and information to solve real-world problems. AI is the way for machines to extract these insights and information automatically. Through the Energy Brain, we successfully helped a shipyard reduce their electricity bills by predicting its electricity load with historical data, and optimising the Energy Storage System (ESS) to deploy energy. This helps to reduce the cost of drawing energy from the grid during peak demand,” explained Dr Hu. “With machine learning, the Energy Brain can make use of data to automate the release of electricity from the batteries, charge it back up when storage runs low,” he added. Another of Dr Hu’s project involves using data science and AI to improve the operational efficiency of SP’s metering and billing processes. By applying machine learning on the retrieval of smart meter data, we can automatically analyse and predict whether a meter reading is reasonable based on customer’s profile and usage patterns. This helps to achieve productivity gains and eliminate unnecessary on-site meter investigations. Over the last 12 months, SP saved close to S$500,000 in productivity costs, and reduced S$15,000 in man-hours. These savings enabled staff to focus on more value-added tasks to better serve our customers. “Another critical function of data and AI is fault diagnosis of our grid. AI-based fault diagnosis enables greater accuracy and shorter response time in locating fault-occurring sections, components or properties. This allows us to safeguard the health of our grid network and enhances our reliability,” shared Dr Hu. The energy sector is evolving and facing digitisation at a very fast pace.  Dr Hu believes that the energy sector can play an important role to combat climate change by adjusting the way energy is being consumed. Prior to joining SP, Dr Hu’s experience spans across academia research and development, banking, payments and e-Commerce. He describes his role at SP as one that can transform a traditional business to a digital enterprise powered by data. People always matter Dr Hu maintains that despite the digital evolution being the way forward, human interpretation of insights is the conduit between data sets and achieving business outcomes. “People matter the most. My goal is to use insights to understand our customers’ needs better, pre-empt issues and fix them before they arise. This, in turn, provides greater value and better service to our customers.” — 28 April 2020 TAGS PEOPLE OF SPSP DIGITALENERGY BRAININNOVATION YOU MIGHT BE INTERESTED TO READ Using GET™ to help Mercatus digitally manage their tenant utilities SP Group is partnering Mercatus Co-operative Limited to deploy SP Digital’s Green Energy Tech (GET™) solutions to Mercatus’ properties. Developing the digital core of sustainable energy solutions From coding to designing systems, Ibrahim develops and manages all the central platforms and systems that power the SP Utilities app, commercial solutions, and internal projects for SP. SP Group awarded BCA grant to power next-gen green buildings SP Group (SP) was awarded a grant by the Building and Construction Authority (BCA) to develop and implement technologies and digital solutions to push the limits of buildings’ energy efficiency standards. Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=innovation Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/sp-unveils-blockchain-powered-renewable-energy-certificates-marketplace SP Energy HubAnnual ReportReliabilitySustainabilityInnovation SP Unveils Blockchain-Powered Renewable Energy Certificates Marketplace INNOVATION SP Group presented one of the world’s first blockchain powered marketplace platform that will promote the transaction of renewable energy certificates Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/using-get--to-help-mercatus-digitally-manage-their-tenant-utilities SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Using GET™ to help Mercatus digitally manage their tenant utilities INNOVATION Dashboard view of GET™ TenantCare, which provides Mercatus with insights on utility usage data. SP Group (SP) is partnering Mercatus Co-operative Limited Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/sp-group-to-roll-out-singapore-s-first-large-scale-smart-water-metering-system SP Energy HubAnnual ReportReliabilitySustainabilityInnovation SP Group to roll out Singapore’s first large-scale smart water metering system INNOVATION SP Group will roll out Singapore’s first large-scale smart water metering project following the award by National Water Agency PUB to supply Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/driving-innovation-from-within SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Driving Innovation From Within INNOVATION We are powering transformation with talent in our organisation. SP’s Digital Technology team is swiftly building and deploying digital solutions such as the SP Utilities app and the energy-saving Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/world-s-first-blockchain-powered-rec-marketplace SP Energy HubAnnual ReportReliabilitySustainabilityInnovation World’s First Blockchain-Powered Rec Marketplace INNOVATION SP Group launched the world’s first blockchain-powered renewable energy certificate (REC) marketplace . SP’s blockchain marketplace enables the trading of REC – for renewable Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/data-science-and-ai-deliver-efficient-energy-solutions-to-customers SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Data Science and AI Deliver Efficient Energy Solutions to Customers INNOVATION Dr Hu Yiqun, Director, SP Digital, solves energy challenges using innovative solutions. Imagine this: An Energy Brain, brimming with intelligence amassed from Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/world-s-first-index-for-smart-grid SP Energy HubAnnual ReportReliabilitySustainabilityInnovation World’s First Index for Smart Grid INNOVATION SP Group launched the world's first smart grid index to help utilities measure and advance in key dimensions of grid development. Using publicly available data, SP applied the framework on 45 Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/sp-group-and-hyundai-to-accelerate-adoption-of-evs-in-singapore SP Energy HubAnnual ReportReliabilitySustainabilityInnovation SP Group and Hyundai to Accelerate Adoption of EVs in Singapore INNOVATION SP Group (SP) and Hyundai will jointly develop a new business model for battery leasing, or Battery-as-a-Service (BaaS) – a first in Southeast Asia – where EV Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/developing-the-digital-core-of-sustainable-energy-solutions SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Developing the digital core of sustainable energy solutions INNOVATION Ibrahim Ghouth Wu, Infrastructure and Platforms Lead at SP Digital. Ibrahim first started as a Senior Systems Engineer in IT Operations, ensuring that servers Category: Innovation Searchhttps://www.spgroup.com.sg/search?tag=innovation Search Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/world-s-first-index-for-smart-grid SP Energy HubAnnual ReportReliabilitySustainabilityInnovation World’s First Index for Smart Grid INNOVATION SP Group launched the world's first smart grid index to help Searchhttps://www.spgroup.com.sg/search?tag=concept-lab /about-us/media-resources/energy-hub/innovation/pushing-the-frontiers-of-innovation SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Pushing The Frontiers Of Innovation INNOVATION Brandon Chia, Managing Director of Investments, at SP’s Concept Lab. A former SP cable-jointing workshop Media Release - Singapore Power Partners International Consortium Of Leading Utilities To Launch The Free Electrons Global Accelerator Programmehttps://www.spgroup.com.sg/dam/spgroup/wcm/connect/spgrp/3b92b588-2fac-425a-be34-c99aa1682947/%5B20170109%5D+Media+Release+-+Singapore+Power+Partners+International+Consortium+Of+Leading+Utilities+To+Launch+The+Free+Electrons+Global+Accelerator+Programme.pdf?MOD=AJPERES&CVID= Power Company (TEPCO). These utilities are leaders in clean energy transition, and have extensive experience in driving technological innovation. Together, the eight utilities represent a global footprint covering 73 million end customers across more than 40 countries, with a combined net income 1 2 3 4 5 ..... 15 [20191029] The Business Times - Powering Singapore for the futurehttps://www.spgroup.com.sg/dam/jcr:b54cd553-54c8-4a3c-bd40-974dbb2db5e2 As Singapore continues to strike a balance between providing reliable supply and cost to consumers, it is modernising its grid and exploring opportunities that can be pursued in renewables, data analytics, control and consumer empowerment. This is key to addressing climate change. BT FILE PHOTO Powering Singapore for the future Advances in digital technologies will usher in the use of smart meters within a Smart Grid, communications networks and data management systems. BY SUBODH MHAISALKAR AND AMIT PATHARE CLIMATE change – a key topic during the Singapore International Energy Week – is the existential threat today. The drumbeats are getting louder, and the world is beginning to listen. On the other hand, with improving living standards, growth in global energy demand is seen as inevitable. These seemingly contradictory priorities of growth and reducing environmental impact are prompting governments and corporations to consider the challenges and opportunities presented by green growth where economic expansion is decoupled from energy usage. A large proportion of the global strategy for reduction in emissions intensity will rely on electrification and deployment of renewable energy. The world’s primary energy supply continues to rely on fossil fuels like coal, gas and oil. Renewables contribute only around a quarter of the energy mix, even though their share is growing. Driven by falling costs of solar cells and wind energy (88 per cent and 54 per cent reduction respectively from 2010 to 2019), investments in renewables capacity continue to outstrip those in new capacity of fossil fuel-based power generation. Battery costs have similarly fallen 86 per cent from 2010 to 2019, making electric vehicles progressively cheaper and easier to provide back-up for solar cells for when the sun doesn’t shine. Energy demand delivered by electricity (for example, transportation, cooking, cooling) will double from 19 per cent in 2017 to 40 per cent in 2050. This shift to renewables and electrification will require a fresh look at the power sector. The current “power grid”, designed in the late 19th century, is uni-directional where energy flows from central power plants to the customers. In Singapore, power-generation companies produce electricity which is transported to customers via the power grid owned and operated by SP Group. Integrating renewables and catering for large variable loads (such as charging of electric cars and buses) have created the need for the advent of the “Smart Grid”. THE SMART GRID Recent years have seen numerous advances in digital technologies. These advances include smart meters, communications networks and data management systems that enable two-way communication between utilities and customers. Better monitoring and control have enhanced both energy efficiency and reliability. The Smart Grid is thus an electricity network that enables integration of renewables and uses smart technologies to better serve consumers. SP Group’s Smart Grid Index 2019 compares 75 utilities from 35 countries. US and European utilities were ranked higher than many Asian utilities. This could be attributed to the US/European utilities’ continued focus on green energy adoption. Singapore was ranked 33rd (score of 66 per cent), while utilities from the Asean countries were ranked between the 50s and 60s with scores in the range of 45-50 per cent. Asia-Pacific utilities have also made significant improvements in Distributed Energy Resources, security and customer empowerment and satisfaction. US/European utilities fare better in areas including monitoring and control, data analytics, renewables integration, green energy, security as well as consumer empowerment. By one indicator – the System Average Interruption Duration Index which measures the average duration of interruption in power supply, indicated in minutes per customer – Singapore is the undisputed world leader. The Republic’s grid performance, measured in terms of both the frequency and duration of grid outages, is far better than that of even the other cities in the top 10 – including Tokyo, Frankfurt, London, Taipei and Hong Kong. Singapore’s high performance may be explained by our urban, high-density networks, continuous investments in advanced technological solution