Singapore Institute of Power and Gas Masterclass – Ammonia and Hydrogen Power Generation Course Code: PDC217 COURSE OBJECTIVES The objective of the masterclass is to expose the participants to the practices outside of Singapore. The trainers will conduct the training based on their experience and overseas practices. Upon completion of this course, participants will be able to: • Gain the overview understanding of hydrogen and ammonia production and their applications • Apply the methods of green hydrogen production, focusing on its environmental benefits compared to traditional methods. • Learn about hydrogen transportation, comparing the logistics of vessels and pipelines and assessing safety challenges. • Analyse hydrogen power generation technologies • Understand the operation of hydrogen power plants and evaluating their sustainability • Learn about the Green Ammonia production methods and its role in the hydrogen economy • Learn about the ammonia storage solutions, emphasizing safety and risk management, as well as transportation methods and their advantages • Understand the catalytic reduction processes, focusing on their principles and impact on emissions • Gain in-depth knowledge of emerging technologies in the hydrogen and ammonia sectors MAIN CONTENTS • Hydrogen Safety o Hydrogen Health And Safety Requirements • Introduction to Hydrogen o Chemical And Physical Properties of Hydrogen o Types Of Hydrogen o Green Vs. Blue Hydrogen • Hydrogen Economics o Hydrogen Technology, System And Levelized Cost o Plant NPV And IRR • Hydrogen Market And Societal Context o Current/Projected Market Volumes, Drivers, Barriers, Growth, Fit With Renewable Energy Landscape And Zero Emission Target • Hydrogen Applications o Hydrogen And Fuel Cells For Mobility, Power, Commercial, Industrial And Gas Blending • Risks Associated With Hydrogen • Hydrogen Codes & Standards • Hydrogen System Design o Key Design Fundamentals with Respect to Hydrogen Systems • Hydrogen Production o Gasification o Pyrolysis o Reformation and Electrolysis • Hydrogen Purification: Hydrogen Purification For Different Applications • Hydrogen Storage System And Handling o Liquid o Gaseous o Solid State • Hydrogen Application Singapore Institute of Power and Gas Pte Ltd UEN: 201427065Z 2 Kallang Sector, Singapore 349277 Ver 3.2_1222 Singapore Institute of Power and Gas o Fuel Cells o ICE o Gas Blending • Hydrogen System Operation And Maintenance • Future Skill Needs And Pathway Opportunity - Skills Required In The Field Of Hydrogen And Future Pathway At Tertiary, Vocational And Organizational Level • Organization Capability - Capabilities Required By Organization For Hydrogen • Production Of Green Ammonia o Process Technologies Of Green Ammonia, Applications, Benefits o Supply Chain For Green Ammonia • Storage Of Ammonia o Pressure Storage o Storage Tanks o Semi-refrigerated Storage o Low-temperature Storage o Solid-state Storage o Comparison Of Ammonia Storage Alternatives • Transportation Of Ammonia Via Vessels And Pipes o Vessel And Pipeline Transportation o Ocean And Barge Transportation o Rail Transportation o Truck Transportation o Comparison Of Ammonia Transport Alternatives • Ammonia Evaporator Type o Direct Expansion Or Flooded Evaporator o Forced Circulation Pumping System o Advantages And Drawbacks • Ammonia- Fired Power Generation Plant Introduction o Power Generation Test Facility And Test Method o Process, Technology Used, o Approach To Higher Ammonia Co-firing Rate • Ammonia Gas Turbine o Why Gas Turbines? o Methods For Operating, Testing, And Measuring The Gas Turbine • Catalytic Reduction Introduction o Process Description o Reduction Chemistry o Reagents And Catalyst o SCR Performance o Parameters o SCR System Configurations o Advantages METHODOLOGY Lecture and group discussions TARGET AUDIENCE Electrical/Chemical/Mechanical engineers and technicians who are interested to learn about hydrogen and ammonia production and their applications. Singapore Institute of Power and Gas Pte Ltd UEN: 201427065Z 2 Kallang Sector, Singapore 349277 Ver 3.2_1222 Singapore Institute of Power and Gas COURSE DETAILS Duration : 14 hours Mode of Delivery : Face-to-Face Certification : SIPG Certificate of Completion PDU by PE Board : Pending Additional Requirement/s : N.A. COURSE FEES Full Course Fee : S$2,200 (before GST) For Singapore Citizens/PR/LTVP+* : S$660 (before GST) For Singapore Citizens (40 years old and above) ADDITIONAL REMARKS : S$220 (before GST) • Trainee must attain at least 75% attendance rate and pass the assessment to receive Certificate of Completion and funding grant (if applicable). • Subsidy of up to 70% is applicable for Singapore Citizens, Permanent Residents or Long-Term Visitor Pass Plus (LTVP+) Holders, subject to funding agency’s approval. • Enhanced subsidy of up to 90% is applicable for Singapore Citizens aged 40 years and above, subject to funding agency’s approval. Note that GST payable will be computed from fee after 70% funding. • Professional Development Unit (PDU) is applicable for Professional Engineers registered under the Professional Engineers (PE) Board only. • All published fees are subject to prevailing GST. CONTACT US For more information, please contact SIPG at +65 6916 7930 or email training-institute@spgroup.com.sg. OTHER SIPG COURSES For more courses, visit our website at: https://www.spgroup.com.sg/about-us/training or Scan the QR code below: Singapore Institute of Power and Gas Pte Ltd UEN: 201427065Z 2 Kallang Sector, Singapore 349277 Ver 3.2_1222

Media Release SP Group Offers EV Full Charging In 30 Minutes Singapore, 9 January 2019 – Electric vehicle (EV) users can now fully charge their vehicles in 30 minutes at SP Group’s (SP) island-wide charging network, with the largest number of fast direct current (DC) chargers. SP is building Singapore’s largest public EV charging network with 1,000 points, including 250 DC charging points, by 2020. SP’s first wave of 38 charging points are located at commercial buildings, industrial sites and educational institutions. (See Annex for the list of charging locations) The locations are close to amenities such as food centres, offering drivers greater convenience while waiting for their vehicles to be charged. There are 19 high-powered 50kW direct current (DC) charging points and the other 19 are 43kW alternating current (AC) charging points. These are among the fastest EV charging points in Singapore. The 50kW DC chargers can fully charge a car in 30 minutes. Over the next few years, SP will introduce more high-powered DC charging points of up to 350kW. Other than SP’s, there are six other DC chargers in Singapore. SP’s new additions will be a game-changer in improving the charging turnaround time for EV drivers in Singapore. EV drivers can also enjoy at least 50 per cent cost savings compared to typical Internal Combustion Engine (ICE) vehicles for every kilometre travelled. The cost of using SP charging points will be regularly adjusted, mainly influenced by the prevailing electricity costs in Singapore. “Our nation-wide public charging network offers EV drivers fast charging, with greater convenience and a seamless experience through our digital solution, at cost-competitive rates. This will encourage wider adoption of green mobility in Singapore, and enable drivers to save cost,” said Mr Wong Kim Yin, Group Chief Executive Officer of SP Group. EV drivers can use SP Group’s charging service through the SP Utilities mobile application where they can search for the nearest available charging points, receive updates on their charging sessions and make payment. This first wave of locations includes Singapore Polytechnic. The SP charging points there will also serve as an education and research platform, as part of Singapore Polytechnic’s engineering curriculum to train students and adult learners. Thought this collaboration, SP Group and Singapore Polytechnic aim to develop new skills related to EVs and related charging technologies for Singapore. SP Group is also showcasing its charging points at the Singapore Motorshow 2019 at Suntec City from 10 to 13 January 2019. They will be located at the BMW and Hyundai booths. About SP Group SP Group is a leading energy utilities group in the Asia Pacific. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and district cooling businesses in Singapore and China. SP Group is committed to providing customers with reliable and efficient energy utilities services. About 1.5 million industrial, commercial and residential customers in Singapore benefit from SP Group’s world-class transmission, distribution and market support services. These networks are amongst the most reliable and cost-effective world-wide. SP Group also drives digital solutions to empower customers to manage their utilities, reduce consumption and save cost. For more information, please visit spgroup.com.sg or for follow us on Facebook at fb.com/SPGroupSG and on Twitter @SPGroupSG. ANNEX: List of charging locations

Energy Audit Calculator ENERGY AUDIT CALCULATOR Ever wondered which appliance in your home consumes the most electricity? Use our Home Energy Audit Calculator to audit your daily electricity usage! To begin, (1) select the appliance(s) that you use at home under Column B (2) use our suggested wattage for this appliance or key in your own under Column C (3) fill in the number of units of such appliance under Column D (4) followed by the number of hours you use each appliance per day under Column E No. Appliance Wattage (Use our suggested value or key in your own here) Quantity No. of hours per day Electricity Cost (S$) per month* 1 Computer 400 1 1 3.72 2 Fan 55 1 2 1.02 3 0.00 4 0.00 5 0.00 6 0.00 7 0.00 8 0.00 9 0.00 10 0.00 Total Electricity Cost per month : 4.74 *Based on the Electricity Tariff of 31 cents/kWh for the period of Oct - Dec 2023. This tariff is updated quarterly. The estimated cost above was calculated based on this formula: Energy Usage (kW) x No. of hours per day (h/day) x 30 days (days/month) x Electricity Tariff (S$/kWh) = Electricity Cost per month (S$/month) Disclaimer: This energy audit calculator serves only as a guide and electricity costs provided are an estimate. Appliances Appliance Wattage Air-Conditioner 2000 Clothes Dryer 6000 Computer 400 Cooking Appliance 2100 Fan 55 Instant Water Heater 3000 Kettle 1500 Lamps 22 Oven 2000 Refrigerator 50 Television 200 Washing Machine 2000

SP Group’s Integrated Energy Solutions to Power Rangsit University’s Green Energy Transformation SUSTAINABILITY SP is partnering Rangsit University (RSU) in Thailand to transform RSU’s main campus into a smart energy, low-carbon academic environment. At the campus, located at Mueang Pathum Thani District, Greater Bangkok, SP will design and deploy a comprehensive suite of integrated and sustainable energy solutions. These include rooftop and floating solar PV systems with a centralised energy management and storage system, and harnessing SP’s GETTM (Green Energy Tech) building intelligence system to maximise energy efficiency and enhance occupant comfort.  When completed in 2024, these solutions will enable the university to green up to 21 per cent of its total energy consumption and lower its carbon emissions by 1,400 tonnes annually. SP and RSU will also study the feasibility of implementing more solutions across the campus, such as district cooling and increasing the scale of solutions deployed in the partnership agreement.  The collaboration on these fronts will be announced today an event in Bangkok, where there will be a showcase of SP’s solutions to guests and the media at the event. For more info, please read:  TAGS SUSTAINABILITYTHAILAND YOU MIGHT BE INTERESTED TO READ SP Group partners KBC to study and develop Vietnam's first district cooling system for industrial parks SP Group launches Singapore’s first EV fast charging hub in a HDB carpark in Tengah DSTA appoints SP Group to roll out smart utilities management system across Singapore's defence facilities

THE STRAITS TIMES BRANDED CONTENT How this real-life Captain Planet is combating climate change Principal engineer Xcel Lai and his colleagues at SP Group (SP) are helping the nation achieve decarbonisation one solar panel at a time Part of principal engineer Xcel Lai’s job is to identify and optimise underutilised spaces so that solar panels can be deployed to generate renewable energy. PHOTO: SP GROUP PUBLISHED MAY 3, 2023, 4:00 AM SGT While great strides have been made to advance the adoption of solar energy, there is still tremendous work to be done and hurdles to overcome. To tackle climate change and decarbonise the power sector, Mr Xcel Lai, a principal engineer at SP Group (SP) and a member of the company’s Sustainable Energy Solutions team, works with commercial and industrial customers to maximise solar deployment on their properties by identifying and tapping underutilised spaces to generate sustainable, renewable energy for business needs. Mr Lai’s latest project involves installing rooftop solar panels on 37 electrical substations across Singapore, which will generate low-carbon energy of 15.7 megawatt-peak (MWp) annually – enough to power more than 4,500 four-room HDB flats a year. This is one of SP’s latest green initiatives to optimise substations with low-carbon capabilities and contribute towards national sustainability targets. “Green energy is transformational and central to the future of energy. My job is to figure out how to safely and optimally shift our energy supply from our traditional energy sources to more sustainable sources,” shares the 33-year-old. A substation is a part of the power grid infrastructure which enables energy transmission and converts high voltage to low voltage for the end-user. For Mr Lai, the project to “green” the 37 substations exemplifies what it takes for Singapore to progress in her energy journey. The solar panels are slated to be installed on all 37 substations by 2025. This in turn will contribute to Singapore’s ambition to achieve net-zero carbon emissions by 2050. The Energy Market Authority aims to install at least two gigawatt-peak of solar deployment by 2030, equivalent to the annual electrical needs of 350,000 households. Engineering the urban solar roofscape The concept of harvesting the sun’s energy from Singapore’s rooftops sounds straightforward. However, it is not just a matter of mounting solar panels on any available space. In land-scarce Singapore, rooftops may not always be designed to house solar panels. Typically, a project to install solar panels starts with a site feasibility study. Mr Lai visits the site to assess and plan how to install the photovoltaic system which transforms sunlight into electrical energy. “I get to access the usually-hidden service and logistics areas, which can look surprisingly different from what the public sees,” he says. “There are many considerations during a site survey – from the irradiance and shading which is affected by the surrounding buildings and the sun’s angle, to the type and weight-bearing ability of the roof surface. We also need to ensure that the installation conforms to the Singapore Civil Defence Force’s fire safety regulations,” Mr Lai adds. The space also has to be large enough for an efficiently scaled operation. These technical challenges aside, Mr Lai is excited about the prospect of overcoming these constraints to unlock the viability of solar energy at scale. “Carbon neutrality is an achievable goal and Singapore is moving decisively towards this. It is only a question of how fast we are able to transition. This is where my colleagues and I at SP have a chance at making a meaningful contribution to our industry and the planet. While the path to net-zero is an uphill task, we hope to be part of the solution that reduces the pollution, metaphorically speaking.” Sustainability has become a priority for many companies today. Mr Lai and his colleagues from the SP's energy services unit are identifying solutions that would help businesses embed sustainability practices into their operations to accelerate their decarbonisation efforts. These include solar photovoltaic systems, microgrids and battery energy storage systems. Mr Lai shares that it is only a matter of time before Singapore deploys solar panels over most surfaces that are suitable here. PHOTO: SP GROUP Investing in reliable energy generation As a country with limited natural resources, solar energy holds a lot of promise as a source of sustainable energy for Singapore. “Singapore has an abundance of solar energy. Solar energy is clean and has the potential to be integrated into our infrastructure,” says Mr Lai. “It’s our best bet as a green energy solution.” What happens when it rains and gets cloudy? “We can “collect” energy in an energy storage system when the sun is out, and use the stored energy after the sun sets, or during cloudy, rainy days.” SP is supporting the growth of the Energy Storage System (ESS) capacity to manage intermittency from solar energy. Such a system provides quick response when solar installations are affected by cloud cover, making it a reliable source of power. In the future, with more mature battery technology in ESS, solar energy will prove to be even more viable and reliable. Towards a climate-friendly future The sector is going through a massive transformation and it is not enough just to react to the changes. This is why SP is continuing to scale up on solutions that support the Singapore Green Plan 2030. “We are picking up the pace to meet our energy goals. It’s only a matter of time that we will deploy solar panels over most surfaces that are suitable in Singapore,” says Mr Lai. Recently, SP partnered with AIMS APAC REIT (AA REIT) to install photovoltaic systems on six of AA REIT’s industrial, logistics and warehouse properties. This will be one of the largest rooftop solar installations by any Singapore-listed real estate investment trusts. The panels can collectively produce 14,500 Megawatt-hours of renewable energy and avoid over 5,900 tonnes of carbon emissions a year, which is equivalent to taking almost 6,490 cars off the road. Besides solar energy generation, SP is also paving other critical pathways to achieve net-zero carbon emissions, including electric vehicle (EV) charging, centralised district cooling and smart metering. SP has also exported these solutions to overseas markets, including China, Thailand and Vietnam to help countries meet climate goals. 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Media Release SIT Partners SP Group to Boost Engineering Talent and Advance Singapore’s Energy Sector Memorandum of Understanding (MOU) signed at Energy Innovation (EI) 2022 seeks to upskill more engineering talent with strategic three-year collaboration to supercharge expertise in the energy sector 1. SINGAPORE, 15 July 2022 – The Singapore Institute of Technology (SIT) and SP Group (SP) are collaborating to enhance the capabilities of the power engineering workforce in Singapore. Through a three-year endeavour, SIT and SP will focus on upskilling and reskilling of SP’s employees. Both organisations signed a Memorandum of Understanding (MOU) today at Energy Innovation 2022, organised by the Energy Market Authority (EMA). 2. As Singapore advances towards a sustainable energy future and its Smart Nation ambitions, it is crucial that local talents gain knowledge and skills to adapt and thrive in the evolving energy sector. To grow engineering talent pipeline and skillset for the energy sector, the SIT-SP partnership seeks to provide continuous skills upgrading pathways for SP employees through a full-time undergraduate degree in Electrical Power Engineering. Students will benefit from the Integrated Work Study Programme (IWSP) and Capstone Projects, which put theory into practice in real work situations. SIT and SP will provide students with workplace learning opportunities and innovation projects that address emerging needs of the energy industry. 3. Said Professor Chua Kee Chaing, SIT President: “This MOU underscores SIT’s shared commitment with SP to upskill and reskill different generations of power engineers, to cater to new industry demands. As the demands of tomorrow continue to evolve, it calls for closer academia-industry partnerships with industry leaders like SP, and a work-study approach to better train work-ready professionals. As SIT continues to expand its footprint across industries to address these ever-changing needs, we welcome like-minded partners to join our efforts to upskill, reskill, and build the workforce of tomorrow.” 4. Group Chief Executive Officer of SP Group, Stanley Huang, said, “We are pleased to launch the workstudy programme with SIT, to help our workers upskill and adapt to the changing energy landscape. It enables them to pursue an engineering degree course full-time, while continuing in work roles during the course of their study and applying the knowledge they gain. This is part of SP Group’s commitment to continuously develop our workforce for the needs of our industry and support our workers in contributing effectively.” 5. Mr Ngiam Shih Chun, Chief Executive of EMA, said, “As Singapore advances our energy transition towards a more sustainable future, we will need to ensure that workers are equipped with relevant skillsets to take on new opportunities. EMA is supportive of such academia-industry partnerships in building up Singapore’s manpower capabilities for the energy sector. We are heartened to note SP Group’s strong emphasis and commitment on upskilling its employees. We hope this collaboration between SIT and SP Group will be the first of many such partnerships to come, to build a future-ready workforce that will propel Singapore’s energy sector forward.” 6. As a start, a pioneer cohort of SP employees will undertake a full-time three-year Electrical Power Engineering (EPE) undergraduate degree programme at SIT, starting in September 2022. The degree programme, jointly offered by SIT and Newcastle University, is specially customised to provide students with a holistic approach to learning while experiencing hands-on industry-focused activities. More information on the EPE degree programme is in Annex A. 7. As part of this pioneer cohort in September 2022, five SP employees will be onboarded as full-time students, where they will get to apply existing practices from the workplace, and hone their skills through actual work exposure made possible by SIT’s unique applied learning pedagogy. SP will be sponsoring their studies as they pursue their career aspirations and grow their engineering capabilities. 8. This MOU is an extension of the ongoing partnership between SIT and SP over the past few years – which currently includes SP’s investment in Singapore’s first experimental, multi-energy microgrid at SIT’s future campus in the Punggol Digital District, signaling a long-term commitment of both organisations’ collective efforts to advance the energy sector in Singapore. Annex A: SIT’s EPE Undergraduate Degree Programme Tailored for SP Employees The Bachelor of Engineering with Honours in Electrical Power Engineering (EPE) is a three-year direct honours degree programme jointly offered by SIT and Newcastle University (NU). As the first locally-offered, dedicated Electrical Power Engineering undergraduate programme, the curriculum is specially customised to meet industry demand in Singapore. It will play an important role in increasing the number of graduates to address the workforce demand in the power sector whilst fulfilling the country’s vision of becoming a Smart Nation. As a joint programme, it will leverage the expertise and resources of both SIT and NU. https://www.singaporetech.edu.sg/undergraduate-programmes/electrical-power-engineering About Singapore Institute of Technology The Singapore Institute of Technology (SIT) is Singapore’s first University of Applied Learning, offering specialised degree programmes that prepare its graduates to be work-ready professionals. With a mission to develop individuals and innovate with industry to impact the economy and society in meaningful ways, SIT aims to also be a leader in innovative workplace learning and applied research. The University’s unique pedagogy integrates work and study, embracing authentic learning in a real-world environment through collaborations with key strategic partners. Its focus on applied research with business impact is aimed at helping industry innovate and grow. The University’s centralised campus in Punggol, when ready in 2024, will feature a fit-for-purpose campus within the larger Punggol Digital District, where academia and industry will be tightly integrated with the community. For more information, visit www.SingaporeTech.edu.sg. About SP Group SP Group is a leading utilities group in the Asia Pacific, enabling a low-carbon, smart energy future for its customers. It owns and operates electricity and gas transmission and distribution businesses in Singapore and Australia, and sustainable energy solutions in Singapore, China 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 world-wide. Beyond traditional utilities services, SP Group provides a suite of renewable and sustainable energy solutions including solar energy solutions, microgrids, cooling and heating systems for business districts and residential townships, electric vehicle fast charging and green digital energy management tools for customers in Singapore and the region. For more information, please visit spgroup.com.sg or follow us on Facebook at fb.com/SPGroupSG, and LinkedIn at spgrp.sg/linkedin. About EMA Energy Innovation (EI) 2022 EI is an annual event held to promote knowledge-exchange among industry experts and the research community. For many years, the Energy Market Authority (EMA) has partnered with not only industry players, but also Institutes of Higher Learning and Research Institutes for building sustainable energy solutions and capabilities.

Search Searchhttps://www.spgroup.com.sg/search?tag=ami Search Searchhttps://www.spgroup.com.sg/search?tag=ami Search Searchhttps://www.spgroup.com.sg/search?tag=ami Search Searchhttps://www.spgroup.com.sg/search?tag=ami Search Searchhttps://www.spgroup.com.sg/search?tag=ami Search Searchhttps://www.spgroup.com.sg/search?tag=ami Search Searchhttps Searchhttps://www.spgroup.com.sg/search?tag=ami Search Searchhttps://www.spgroup.com.sg/search?tag=ami Search Searchhttps://www.spgroup.com.sg/search?tag=ami Search Searchhttps://www.spgroup.com.sg/search?tag=ami Search Searchhttps://www.spgroup.com.sg/search?tag=ami Search Searchhttps://www.spgroup.com.sg/search?tag=ami Search Searchhttps Searchhttps://www.spgroup.com.sg/search?tag=undefined ://www.spgroup.com.sg/search?tag=concept-lab Search Searchhttps://www.spgroup.com.sg/search?tag=ideabox Search Searchhttps Searchhttps://www.spgroup.com.sg/search?tag=ami ://www.spgroup.com.sg/search?tag=ami Search Searchhttps://www.spgroup.com.sg/search?tag=ami Search Searchhttps Searchhttps Searchhttps://www.spgroup.com.sg/search?tag=ideabox 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 Searchhttps://www.spgroup.com.sg/search?tag=ami ://www.spgroup.com.sg/search?tag=ami Search Searchhttps PowerGrid: Smart Grid Indexhttps://www.spgroup.com.sg/our-services/network/overview/smart-grid-index the growing global emphasis on energy storage solutions. Average Score for AMI Deployment The chart highlights steady improvements in average scores for AMI (Advanced Metering Infrastructure) deployment globally and in the Asia Pacific from 2021 to 2024. The Asia Pacific region consistently Application for Net Export Rebate.pdfhttps://www.spgroup.com.sg/dam/jcr:5df14b5b-32af-447b-982d-212a8096bf95/Application%20for%20Net%20Export%20Rebate.pdf and sign on page 4 a) Please note that the meters must be of the AMI (Advanced Metering Infrastructure) type. b) The metering charges described in Table 2 will apply if you wish to engage SP PowerGrid to install the generation meter(s), and generation check meter(s) if applicable. Please refer to Figure Application for Net Export Rebate Version Dec 2023_SPS v1.8.pdfhttps://www.spgroup.com.sg/dam/jcr:59f095d5-6cfb-4b88-9fff-b466157dff9f/Application%20for%20Net%20Export%20Rebate%20Version%20Dec%202023_SPS%20v1.8.pdf on page 4 Skip point 8 & 9 and sign on page 4 a) Please note that the meters must be of the AMI (Advanced Metering Infrastructure) type. b) The metering charges described in Table 2 will apply if you wish to engage SP PowerGrid to install the generation meter(s), and generation check meter(s Searchhttps://www.spgroup.com.sg/search?tag=SDG7 =ami 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 meters from early 2022, SP will operate and maintain the metering system for 15 years. The smart water meters will connect wirelessly to SP’s existing Advanced Metering Infrastructure (AMI) to transmit meter information. SP can also leverage its existing AMI network to scale up future deployment Category: Innovation Innovationhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/innovation/using-get--to-help-mercatus-digitally-manage-their-tenant-utilities Metering Infrastructure (AMI), SP has deployed an AMI consisting of more than 700 smart electricity meters at the three Mercatus properties. With the smart meters’ capability of real time and advanced monitoring, along with the cloud-based tenant utilities management software, Mercatus can Category: Innovation SP Group To Roll Out Singapore’s First Large-scale Smart Water Metering Systemhttps://www.spgroup.com.sg/about-us/media-resources/news-and-media-releases/SP-Group-To-Roll-Out-Singapore-s-First-Large-scale-Smart-Water-Metering-System and is on track to complete installation for all 1.4 million households by 2024. The smart water meters will connect wirelessly to SP’s existing Advanced Metering Infrastructure (AMI) to transmit meter information. SP can also leverage its existing AMI network to scale up future deployment of the smart water [20210415] Media Release - SP Group to roll out Singapore's first large-scale smart water metering systemhttps://www.spgroup.com.sg/dam/spgroup/wcm/connect/spgrp/d22974fb-9bc6-47f9-89ec-3539c8869945/%5B20210415%5D+Media+Release+-+SP+Group+to+roll+out+Singapore's+first+large-scale+smart+water+metering+system.pdf?MOD=AJPERES&CVID= benefitting from this feature. To date, SP has installed more than 500,000 2 smart electricity meters across Singapore and is on track to complete installation for all 1.4 million households by 2024. The smart water meters will connect wirelessly to SP’s existing Advanced Metering Infrastructure (AMI 1 2 3 4 5

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 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 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 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 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. [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) Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?tag=digital-twin Search Searchhttps://www.spgroup.com.sg/search?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 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 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 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 fiv

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Searchhttps://www.spgroup.com.sg/search?tag=green-energy Search Searchhttps://www.spgroup.com.sg/search?tag=green-energy Search Searchhttps://www.spgroup.com.sg/search?tag=green-energy Search Searchhttps://www.spgroup.com.sg/search?tag=green-energy Search Searchhttps://www.spgroup.com.sg/search?tag=green-energy Search Searchhttps://www.spgroup.com.sg/search?tag=green-energy Search Searchhttps://www.spgroup.com.sg/search?tag=green-energy Search SP Group’s Integrated Energy Solutions to Power Rangsit University’s Green Energy Transformationhttps://www.spgroup.com.sg/about-us/media-resources/news-and-media-releases/SP-Group-s-Integrated-Energy-Solutions-to-Power-Rangsit-University-s-Green-Energy-Transformation Media Release SP Group’s Integrated Energy Solutions to Power Rangsit University’s Green Energy Transformation Deployment of solar PV and energy storage system will enable the university to green up to 21 per cent of its total energy consumption by 2024. Further deployment of GETTM Control, a micro-climate building intelligence system, after the successful pilot at one building at the university campus achieved 40 per cent energy savings while improving occupant comfort by 14 per cent Singapore and Thailand, 15 November 2023 — Rangsit University (RSU) is set for green transformation at its main campus in Mueang Pathum Thani District, Greater Bangkok. SP Group (SP), a utilities group and sustainable energy solutions provider in Singapore and the Asia Pacific, is partnering RSU, a leading private university in Thailand, to transform this space into a smart, low-carbon campus. SP will deploy a comprehensive suite of integrated and sustainable energy solutions across the campus. These include solar photovoltaic (PV) deployment with a centralised energy management and storage system, and harnessing SP’s GETTM (Green Energy Tech) – a smart building intelligence system that maximises building energy efficiency and enhances occupant comfort. When completed in 2024, these solutions will enable the university to green up to 21 per cent of its total energy consumption and lower its carbon emissions by 1,400 tonnes annually. To further this green partnership, SP and RSU will conduct a feasibility study to implement more integrated sustainable energy solutions across the campus. These include a district cooling system to provide energy-efficient air-conditioning, increasing the scale of solar PV and energy storage systems deployment, and further expanding the integration of the GETTM suite of digital energy management tools that leverage smart insights to optimise energy efficiency, enhance occupant experience, and advance sustainability efforts. As part of the partnership, SP will install a 2-Megawatt Peak (MWp) of rooftop solar photovoltaic (PV) across nine buildings on the campus, and a floating solar PV system on one of the university’s ponds. To maximise the accessibility of solar energy across the campus, SP will also be installing an Energy Storage System (ESS) that enables on-demand supply of solar energy. The combined solar PV system is expected to generate 2,749 Megawatt-hour annually. When the system is completed, RSU’s Facility and Environmental Management Office (Building 13) will be 100 per cent powered by solar energy and will be the first building in a Thailand university campus to aim for net-zero status. SP will also expand its deployment of GETTM Control, a micro-climate building intelligence system that maximises energy-efficiency of the building’s air-conditioning, to two additional buildings – Building 12/1 and Building 11 – following a successful pilot deployment. Over a two-month period, the pilot helped to achieve 40 per cent energy savings for two levels on building 12/1 and Building 11 and improved occupant comfort by 14 per cent. The solution utilises Artificial Intelligence and Internet of Things to optimise and regulate air-conditioning, by taking into consideration factors like occupancy and ambient weather conditions to optimise air-flow to evenly cool areas. “Buildings like offices, factories, hospitals and university campuses have unique operational and energy demands. Our expertise in delivering customised, end-to-end integrated energy services will enable buildings to maximise the benefits of diverse energy resources, optimise efficiency and achieve significant environmental benefits including reduction of carbon emissions. We are very pleased to partner Rangsit University on its ambitious sustainability journey, and look forward to joining hands with more developments to drive the decarbonisation of Thailand’s urban built environment,” said Mr. Brandon Chia, Managing Director (Southeast Asia & Australia), Sustainable Energy Solutions, SP Group. “Climate change affects everyone, including educational institutions like us. There is an urgent need to enhance our buildings’ energy efficiency and develop sustainability goals to support Thailand’s targets of reducing the amount of greenhouse gas emissions,” said Associate Professor Dr. Thammasak Rujirayanyong, Assistant to the President for Building and Environment, Rangsit University. “We selected SP Group based on the efficacy of their track record, and they have impressed with their commitment and thoroughness. I hope that RSU’s successful implementation of SP’s integrated energy solutions will serve as an example for other education institutions to follow suit.” Rangsit University has set a target to become a smart, low carbon campus as part of its commitment to environmental stewardship and social responsibility, including carbon neutrality, sustainable infrastructure, and sustainable transportation. SP Group has been supporting the green energy transition of customers in Thailand since 2022. It has over 40MWp of solar projects in operation and under construction; and secured a pipeline of over 100MWp of other solar projects across Thailand. Key partners include Malee Group, Asia Composite Material, Compact International and SAICO, who have leveraged SP’s strong engineering expertise, regional experience, and operational excellence to embark on their green energy transition. SP recently announced its first district cooling project in Thailand, at Government Complex Centre Zone C, as part of its joint venture with Banpu NEXT. When completed in 2024, the district cooling system will operate a total cooling capacity of up to 14,000 Refrigeration Tons (RT) and enable the facility to save approximately 40 million baht (USD $1.12 million) per year on electricity costs, achieve 20 per cent in energy savings and reduce carbon emissions by up to 3,000 tonnes annually. ### 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, 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 www.spgroup.com.sg or follow us on Facebook at spgrp.sg/Facebook, LinkedIn at spgrp.sg/LinkedIn and Instagram at spgrp.sg/Instagram. Searchhttps://www.spgroup.com.sg/search?tag=green-energy Search SP Group’s Integrated Energy Solutions to Power Rangsit University’s Green Energy Transformationhttps://www.spgroup.com.sg/about-us/media-resources/news-and-media-releases/SP-Group-s-Integrated-Energy-Solutions-to-Power-Rangsit-University-s-Green-Energy-Transformation Media Release SP Group’s Integrated Energy Solutions to Power Rangsit University’s Green Energy Transformation Deployment of solar PV and energy storage system will enable the university to green up to 21 per cent of its total energy consumption by 2024. Further deployment of GETTM Control, a micro-climate building intelligence system, after the successful pilot at one building at the university campus achieved 40 per cent energy savings while improving occupant comfort by 14 per cent Singapore and Thailand, 15 November 2023 — Rangsit University (RSU) is set for green transformation at its main campus in Mueang Pathum Thani District, Greater Bangkok. SP Group (SP), a utilities group and sustainable energy solutions provider in Singapore and the Asia Pacific, is partnering RSU, a leading private university in Thailand, to transform this space into a smart, low-carbon campus. SP will deploy a comprehensive suite of integrated and sustainable energy solutions across the campus. These include solar photovoltaic (PV) deployment with a centralised energy management and storage system, and harnessing SP’s GETTM (Green Energy Tech) – a smart building intelligence system that maximises building energy efficiency and enhances occupant comfort. When completed in 2024, these solutions will enable the university to green up to 21 per cent of its total energy consumption and lower its carbon emissions by 1,400 tonnes annually. To further this green partnership, SP and RSU will conduct a feasibility study to implement more integrated sustainable energy solutions across the campus. These include a district cooling system to provide energy-efficient air-conditioning, increasing the scale of solar PV and energy storage systems deployment, and further expanding the integration of the GETTM suite of digital energy management tools that leverage smart insights to optimise energy efficiency, enhance occupant experience, and advance sustainability efforts. As part of the partnership, SP will install a 2-Megawatt Peak (MWp) of rooftop solar photovoltaic (PV) across nine buildings on the campus, and a floating solar PV system on one of the university’s ponds. To maximise the accessibility of solar energy across the campus, SP will also be installing an Energy Storage System (ESS) that enables on-demand supply of solar energy. The combined solar PV system is expected to generate 2,749 Megawatt-hour annually. When the system is completed, RSU’s Facility and Environmental Management Office (Building 13) will be 100 per cent powered by solar energy and will be the first building in a Thailand university campus to aim for net-zero status. SP will also expand its deployment of GETTM Control, a micro-climate building intelligence system that maximises energy-efficiency of the building’s air-conditioning, to two additional buildings – Building 12/1 and Building 11 – following a successful pilot deployment. Over a two-month period, the pilot helped to achieve 40 per cent energy savings for two levels on building 12/1 and Building 11 and improved occupant comfort by 14 per cent. The solution utilises Artificial Intelligence and Internet of Things to optimise and regulate air-conditioning, by taking into consideration factors like occupancy and ambient weather conditions to optimise air-flow to evenly cool areas. “Buildings like offices, factories, hospitals and university campuses have unique operational and energy demands. Our expertise in delivering customised, end-to-end integrated energy services will enable buildings to maximise the benefits of diverse energy resources, optimise efficiency and achieve significant environmental benefits including reduction of carbon emissions. We are very pleased to partner Rangsit University on its ambitious sustainability journey, and look forward to joining hands with more developments to drive the decarbonisation of Thailand’s urban built environment,” said Mr. Brandon Chia, Managing Director (Southeast Asia & Australia), Sustainable Energy Solutions, SP Group. “Climate change affects everyone, including educational institutions like us. There is an urgent need to enhance our buildings’ energy efficiency and develop sustainability goals to support Thailand’s targets of reducing the amount of greenhouse gas emissions,” said Associate Professor Dr. Thammasak Rujirayanyong, Assistant to the President for Building and Environment, Rangsit University. “We selected SP Group based on the efficacy of their track record, and they have impressed with their commitment and thoroughness. I hope that RSU’s successful implementation of SP’s integrated energy solutions will serve as an example for other education institutions to follow suit.” Rangsit University has set a target to become a smart, low carbon campus as part of its commitment to environmental stewardship and social responsibility, including carbon neutrality, sustainable infrastructure, and sustainable transportation. SP Group has been supporting the green energy transition of customers in Thailand since 2022. It has over 40MWp of solar projects in operation and under construction; and secured a pipeline of over 100MWp of other solar projects across Thailand. Key partners include Malee Group, Asia Composite Material, Compact International and SAICO, who have leveraged SP’s strong engineering expertise, regional experience, and operational excellence to embark on their green energy transition. SP recently announced its first district cooling project in Thailand, at Government Complex Centre Zone C, as part of its joint venture with Banpu NEXT. When completed in 2024, the district cooling system will operate a total cooling capacity of up to 14,000 Refrigeration Tons (RT) and enable the facility to save approximately 40 million baht (USD $1.12 million) per year on electricity costs, achieve 20 per cent in energy savings and reduce carbon emissions by up to 3,000 tonnes annually. ### 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, 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 www.spgroup.com.sg or follow us on Facebook at spgrp.sg/Facebook, LinkedIn at spgrp.sg/LinkedIn and Instagram at spgrp.sg/Instagram. Searchhttps://www.spgroup.com.sg/search?tag=green-energy Search Sustainabilityhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/sustainability/using-integrated-energy-solutions-to-green-data-centres SP Energy HubAnnual ReportReliabilitySustainabilityInnovation Using Integrated Energy Solutions to Green Data Centres SUSTAINABILITY SP, CapitaLand and Sembcorp Industries (Sembcorp) have signed a Memorandum of Understanding (MOU) to jointly study the use of integrated energy solutions to power data centres. CapitaLand’s data centre is the first to pilot in Singapore under SP’s Energy Partnership Programme. The integrated energy solutions will potentially include a combination of solar photovoltaic, green hydrogen and energy storage amongst others. These will be further enhanced with smart technologies to increase energy efficiency and effectiveness.  The study covered under the MOU will initially focus on developing solutions to power CapitaLand’s flagship data centre, 9 Tai Seng Drive with green energy. The feasibility study results planned for the second half of 2021, would potentially be applicable to benefit other data centres in Singapore.   First row (L-R): Mr Chuah Kee Heng (Chief Executive Officer, Sustainable Energy Solutions, SP Group), Mr Kelvin Fong (Managing Director, Data Centre, CapitaLand Group), Mr Lim Yeow Keong (Senior Vice President, Singapore and Southeast Asia (Energy), Sembcorp Industries). Second row (L-R): Mr Mike Chan Siang Chin (Vice President, Sustainable Energy Solutions, SP Group), Mr Sim Thiam Chye (Head, Operations Data Centre, CapitaLand Group), Mr Eddie Tan (Vice President, Energy Transition and Sustainability Solutions, Sembcorp Industries). This collaboration is the first under SP’s Energy Partnership Programme. The programme aims to help corporates meet their green ambitions and overcome energy-related business challenges using integrated energy solutions. Leveraging SP’s technical expertise in smart energy solutions, research and testing will be undertaken at SP’s Concept Lab. Corporates enjoy the benefits of researching and testing the viability of sustainable solutions before advancing to real-world applications. Mr Chuah Kee Heng, Chief Executive Officer, Sustainable Energy Solutions, SP Group, said: “We are pleased to work with CapitaLand and Sembcorp to green CapitaLand’s data centres. Under SP Group’s Energy Partnership Programme, we provide expertise and a conducive environment to help corporates solve their energy challenges and contribute to a low carbon, smart energy Singapore.”  For more information on SP’s Energy Partnership Programme, contact the team at EPP@spgroup.com.sg. — 5 November 2020 TAGS #ENERGYSOLUTIONS #SUSTAINABILITY #DATACENTRES YOU MIGHT BE INTERESTED TO READ SP Group expands sustainable energy operations in China with Chongqing Transport Hub project win STMicroelectronics enhances sustainability with chiller cooling system at Toa Payoh SP signs PPA with BASF for rooftop solar deployment Category: Sustainability Sustainabilityhttps://www.spgroup.com.sg/about-us/media-resources/energy-hub/sustainability/SP-Group-s-Integrated-Energy-Solutions-to-Power-Rangsit-University-s-Green-Energy-Transformation SP Group’s Integrated Energy Solutions to Power Rangsit University’s Green Energy Transformation SUSTAINABILITY SP is partnering Rangsit University (RSU) in Thailand to transform RSU’s main campus into a smart energy, low-carbon academic environment. At the campus, located at Mueang Pathum Thani District, Greater Bangkok, SP will design and deploy a comprehensive suite of integrated and sustainable energy solutions. These include rooftop and floating solar PV systems with a centralised energy management and storage system, and harnessing SP’s GETTM (Green Energy Tech) building intelligence system to maximise energy efficiency and enhance occupant comfort.  When completed in 2024, these solutions will enable the university to green up to 21 per cent of its total energy consumption and lower its carbon emissions by 1,400 tonnes annually. SP and RSU will also study the feasibility of implementing more solutions across the campus, such as district cooling and increasing the scale of solutions deployed in the partnership agreement.  The collaboration on these fronts will be announced today an event in Bangkok, where there will be a showcase of SP’s solutions to guests and the media at the event. For more info, please read:  TAGS SUSTAINABILITYTHAILAND YOU MIGHT BE INTERESTED TO READ SP Group expands sustainable energy operations in China with Chongqing Transport Hub project win STMicroelectronics enhances sustainability with chiller cooling system at Toa Payoh SP signs PPA with BASF for rooftop solar deployment Category: Sustainability SP Group’s Integrated Energy Solutions to Power Rangsit University’s Green Energy Transformationhttps://www.spgroup.com.sg/about-us/media-resources/news-and-media-releases/SP-Group-s-Integrated-Energy-Solutions-to-Power-Rangsit-University-s-Green-Energy-Transformation Media Release SP Group’s Integrated Energy Solutions to Power Rangsit University’s Green Energy Transformation Deployment of solar PV and energy storage system will enable the university to green up to 21 per cent of its total energy consumption by 2024. Further deployment of GETTM Control, a micro-climate building intelligence system, after the successful pilot at one building at the university campus achieved 40 per cent energy savings while improving occupant comfort by 14 per cent Singapore and Thailand, 15 November 2023 — Rangsit University (RSU) is set for green transformation at its main campus in Mueang Pathum Thani District, Greater Bangkok. SP Group (SP), a utilities group and sustainable energy solutions provider in Singapore and the Asia Pacific, is partnering RSU, a leading private university in Thailand, to transform this space into a smart, low-carbon campus. SP will deploy a comprehensive suite of integrated and sustainable energy solutions across the campus. These include solar photovoltaic (PV) deployment with a centralised energy management and storage system, and harnessing SP’s GETTM (Green Energy Tech) – a smart building intelligence system that maximises building energy efficiency and enhances occupant comfort. When completed in 2024, these solutions will enable the university to green up to 21 per cent of its total energy consumption and lower its carbon emissions by 1,400 tonnes annually. To further this green partnership, SP and RSU will conduct a feasibility study to implement more integrated sustainable energy solutions across the campus. These include a district cooling system to provide energy-efficient air-conditioning, increasing the scale of solar PV and energy storage systems deployment, and further expanding the integration of the GETTM suite of digital energy management tools that leverage smart insights to optimise energy efficiency, enhance occupant experience, and advance sustainability efforts. As part of the partnership, SP will install a 2-Megawatt Peak (MWp) of rooftop solar photovoltaic (PV) across nine buildings on the campus, and a floating solar PV system on one of the university’s ponds. To maximise the accessibility of solar energy across the campus, SP will also be installing an Energy Storage System (ESS) that enables on-demand supply of solar energy. The combined solar PV system is expected to generate 2,749 Megawatt-hour annually. When the system is completed, RSU’s Facility and Environmental Management Office (Building 13) will be 100 per cent powered by solar energy and will be the first building in a Thailand university campus to aim for net-zero status. SP will also expand its deployment of GETTM Control, a micro-climate building intelligence system that maximises energy-efficiency of the building’s air-conditioning, to two additional buildings – Building 12/1 and Building 11 – following a successful pilot deployment. Over a two-month period, the pilot helped to achieve 40 per cent energy savings for two levels on building 12/1 and Building 11 and improved occupant comfort by 14 per cent. The solution utilises Artificial Intelligence and Internet of Things to optimise and regulate air-conditioning, by taking into consideration factors like occupancy and ambient weather conditions to optimise air-flow to evenly cool areas. “Buildings like offices, factories, hospitals and university campuses have unique operational and energy demands. Our expertise in delivering customised, end-to-end integrated energy services will enable buildings to maximise the benefits of diverse energy resources, optimise efficiency and achieve significant environmental benefits including reduction of carbon emissions. We are very pleased to partner Rangsit University on its ambitious sustainability journey, and look forward to joining hands with more developments to drive the decarbonisation of Thailand’s urban built environment,” said Mr. Brandon Chia, Managing Director (Southeast Asia & Australia), Sustainable Energy Solutions, SP Group. “Climate change affects everyone, including educational institutions like us. There is an urgent need to enhance our buildings’ energy efficiency and develop sustainability goals to support Thailand’s targets of reducing the amount of greenhouse gas emissions,” said Associate Professor Dr. Thammasak Rujirayanyong, Assistant to the President for Building and Environment, Rangsit University. “We selected SP Group based on the efficacy of their track record, and they have impressed with their commitment and thoroughness. I hope that RSU’s successful implementation of SP’s integrated energy solutions will serve as an example for other education institutions to follow suit.” Rangsit University has set a target to become a smart, low carbon campus as part of its commitment to environmental stewardship and social responsibility, including carbon neutrality, sustainable infrastructure, and sustainable transportation. SP Group has been supporting the green energy transition of customers in Thailand since 2022. It has over 40MWp of solar projects in operation and under construction; and secured a pipeline of over 100MWp of other solar projects across Thailand. Key partners include Malee Group, Asia Composite Material, Compact International and SAICO, who have leveraged SP’s strong engineering expertise, regional experience, and operational excellence to embark on their green energy transition. SP recently announced its first district cooling project in Thailand, at Government Complex Centre Zone C, as part of its joint venture with Banpu NEXT. When completed in 2024, the district cooling system will operate a total cooling capacity of up to 14,000 Refrigeration Tons (RT) and enable the facility to save approximately 40 million baht (USD $1.12 million) per year on electricity costs, achieve 20 per cent in energy savings and reduce carbon emissions by up to 3,000 tonnes annually. ### 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, 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 www.spgroup.com.sg or follow us on Facebook at spgrp.sg/Facebook, LinkedIn at spgrp.sg/LinkedIn and Instagram at spgrp.sg/Instagram. 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Consumption_Gas Average consumption of Gas (kWh) Premises Types Oct-23 Nov-23 Dec-23 Jan-24 Feb-24 Mar-24 Apr-24 May-24 Jun-24 Jul-24 Aug-24 Sep-24 HDB 1-Room 36 35 36 38 38 37 38 35 34 33 35 35 HDB 2-Room 36 36 36 37 38 38 40 37 34 34 36 36 HDB 3-Room 51 51 49 50 52 53 56 50 48 47 51 51 HDB 4-Room 63 62 61 61 64 66 69 62 58 58 62 63 HDB 5-Room 70 69 67 65 70 73 77 68 64 63 69 70 HDB Executive 74 73 70 70 74 78 82 73 68 68 72 74 Apartment 88 85 83 85 91 94 93 80 76 77 82 86 Terrace 107 105 103 100 108 120 114 93 97 98 98 105 Semi-Detached 118 123 118 115 120 133 130 117 105 115 115 120 Bungalow 216 201 200 213 192 220 234 209 168 197 185 198

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