1 Insights into Scaling Virtual Power Plants Real-World Findings for Successful Deployment January 2025 Angela Long (Rockcress Consulting) Ryan Long (Rockcress Consulting) Insights into Scaling Virtual Power Plants Executive Summary Introduction Leadership Investments Planning Case Studies Appendices 1 Executive Summary Virtual Power Plants (VPPs) are a distributed Downing, J. N. Johnson, M. McNicholas, et al. Sept. 2023. Pathways to Commercial Liftoff: Virtual Power Plants. Strong Leadership is Essential for VPP Success: Effective leadership from both utilities

HUAWEI DIGITAL POWER 2024 SUSTAINABILITY REPORT Contents 01 03 05 04 02 Sustainable Development Management Empowering with Digitalization One-Mind Growth Zero-Carbon Enablement Responsible Responsible Operations About Huawei Digital Power About This Report Key Awards and Honors Sustainable Development Strategy Sustainable Development Management System Communication with Stakeholders Promoting 14 15 17 Huawei Digital Power 2024 Sustainability Report About Huawei Digital Power 01 About Huawei Digital Power Huawei Digital Power is a world leader in digital power products and solutions. We

李立涅 2025.12.08 大湾区科学论坛 中国南方电网 CHINA SOUTHERN POWER GRID 引言 一、新型电力系统需要人工智能 二、电力人工智能的现状 三、电力人工智能的研究和思考 -- 我们的工作 结语 中国南方电网 CHINA SOUTHERN POWER GRID 目录 1 能源革命 2014 年 6 月习近平总书记在中央财经领导 年国家自主贡献目标，明确风电和太阳能发电总装机容量达 到 2020 年的 6 倍以上 力争达到 36 亿千瓦 我国能源电力的重大战略 中国南方电网 CHINA SOUTHERN POWER GRID 引言 2035 年国家自主贡献目标明确风光发电总装机容量 2025 年 9 月 24 日，习近平主席在联合国气候变化峰会发表视频致辞，宣布中国新一轮 国家自主贡献： 到 2035 亿千瓦，森林蓄积量达到 240 亿 立方米以上， 新能源汽车成为新销售车辆的主流，全国碳排放权交易市场覆盖主要高排 放行业，气候适 应型社会基本建成。 中国南方电网 CHINA SOUTHERN POWER GRID 引言 4 中共中央关于制定国民经济和社会 发展第十五个五年规划的建议 加快建设新型能源体系。 持续提高新能源供给比重，推进化石能源安全可靠有序替 代，着力构建新型电力系统， 建设能源强国。

...................................................... 25 Avoided Emissions from Exported Green Power ................................................................................................. ................................................ 46 APPENDIX I – Requirements for Bundled Green Power Products that are not ECOLOGO or Green-e Certified ................ 47 APPENDIX II – Embodied Carbon ENERGY GRIDS AND BUILDINGS Building design must now consider the interplay of drawing power from the grid and sending power back, to ensure the exchanges provide measurable carbon reductions. For example

关键词：新型电力系统；输变电；数字化转型；数字孪生；异常预警 Digitalization Transformation of Power Transmission and Transformation Under the Back- ground of New Power System JIANG Xiuchen, XU Yongpeng, LI Yaocheng, DI Lingfang, LIU areas and high load areas.Power grid enterprises can effectively alleviate the contradiction between sup- ply and demand by increasing the construction of high-voltage power transmission and transformation transformation projects and transmitting clean power generated by new energy to high load areas. Therefore, in order to ensure the reliable operation of the new power system with new energy as the main body and

force. We forecast that solar (both with and without storage) and wind will be 32% of the global power mix by 2030. We expect a resurgence in offshore wind by 2030, such that variable renewables will ‘gridlock’, solar capacity could be 16% higher by 2035, and wind capacity 8% higher. Soaring power demand from AI data centres is placing additional strain on already congested grids, particularly non-fossil over fossil sources in the long run. That includes a resurgence of investment in nuclear power, which we predict will grow 150% from today’s levels by 2060. On the fossil side of the mix, policy

MEI Shengwei2,3 (1. Guangdong Key Laboratory of Clean Energy Technology, Institute of Electric Power, South China University of Technology, Guangzhou 510640, China; 2. Qinghai Key Lab of Efficient Energy, Qinghai University, Xining 810016, China; 3. State Key Lab of Control and Simulation of Power Systems and Generation Equipments, Department of Electrical Engineering, Tsinghua University, Beijing 设备 等[13]；(2)以天然气作为一次能源的设备，如燃气锅 炉、燃气轮机、热电联产(combined heating and power units, CHP)[14]、冷热电三联产(combined cooling, heating and power units, CCHP)[8]等。尽管能源转换 设备建模已得到较多研究，但已有研究在建模过程 朱建全，刘海欣，叶汉芳，等：园区综合能源系统优化运行研究综述

中国区域内虚拟电厂发展现状 Virtual Power Plant in China ： State of the Art 中国电力科学研究院 “ 双碳” 目标推动系统电源结构与负荷特性加速转变 ，电网尖峰负荷屡创新高、峰谷差持续拉大 ，给电网平衡、电力保供 和 带来巨大挑战 ，据测算 到 2025 年电力系统调节资源将达 5.6 亿千瓦。分布式资源以聚合虚拟电厂形式参与电网互动调节是发展新型电力系统的必然选择 transformation in the power supply structure and load characteristics of the system, leading to frequent peaks in electricity demand and a widening gap between peak and off-peak periods in the power grid. This reliable power supply. According to estimates, the regulatory resources of the power system will reach 560 GW by 2025. Involving distributed resources in the form of aggregated virtual power plants

Towards Net-Zero Electronics Unlocking the power of energy efficiency in manufacturing facilities Report / April 2025 About RMI RMI is an independent nonprofit, founded in 1982 as Rocky Mountain Institute Copyrights and Citation Wei Li, Guangxu Wang, and Meng Wang, Towards Net-Zero Electronics: Unlocking the power of energy efficiency in manufacturing facilities, RMI, 2025, https://rmi.org/insight/towards-net-zero-electronics/ from iStock.com unless otherwise noted. rmi.org / 4 Towards Net-Zero Electronics: Unlocking the power of energy efficiency in manufacturing facilities Table of Contents 1. Why Supply Chain Energy Management

华北电力大学 控制与计算机工程学院，北京 102206；2. 电站能量传递转化与系统教育部重点实验室，北京 102206) 摘要 摘要：热电联产虚拟电厂(combined heat and power virtual power plant, CHP-VPP)聚合了各类电热出 力单元，可兼顾风光出力不确定性、动态电价、用户热舒适度等影响，实现整体出力的优化调度。 提出了两阶段分布鲁棒优化调度方法，第一阶 Combined Heat and Power Virtual Power Plant[J]. Journal of System Simulation, 2023, 35(5): 1046-1058. Two-Stage Distributed Robust Optimal Dispatching for a Combined Heat and Power Virtual Power Plant Fan School of Control and Computer Engineering, North China Electric Power University, Beijing 102206, China; 2. Key Laboratory of Power Station Energy Transfer Conversion and System, Ministry of Education