1 Insights into Scaling Virtual Power Plants Real-World Findings for Successful Deployment January 2025 Angela Long (Rockcress Consulting) Ryan Long (Rockcress Consulting) McAllister, California Energy Commission Arushi Sharma Frank, formerly of Tesla Bill Burke, Virtual Peaker Bob Caplan, Puget Sound Energy Chad Larson, Puget Sound Energy Charlie Seese, Puget DEPLOYMENT 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

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 Conversion and System, Ministry of Education, Beijing 102206, China) Abstract: Combined heat and power virtual power plant (CHP-VPP) aggregates various electrical and thermal output units and takes into account

中图分类号：TM 912 文献标志码：A 文章编号：2095-4239（2024）11-4059-03 Research on the application of virtual energy storage technology in power plants LYU Qian (Shandong Huayu University of Technology, generation technology, the power system has ushered in a new round of upgrading and transformation. Virtual energy storage technology, as a new type of energy management technology, provides a new solution the application of virtual energy storage technology in the daily work of modern power plants, including the theoretical research and technological development process of virtual energy storage technology

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Twin+AR 数字孪生 + 增强现实 达索公司 Virtual Twin 虚拟孪生 Product lifecycle Twin 产品全生命周期孪生 3DEXPERIENCE Twin 3DEXPERIENCE 孪生 ESI 公司 Physical-Based Virtual Twin 基于物理的虚拟孪生 Date-Drived Virtual Twin 数据驱动的虚拟孪生 Hybrid

cancer. https://doi.org/10.1097/SLA.0000000000004669 • Industry Standard Research. (2021). Hybrid/Virtual/Decentralized clinical trials market outlook, 2021. ISR Reports. https://isrreports.com/produc Hawkins, K., ... & Trials@ Home Consortium. (2023). Decentralised, patient-centric, site-less, virtual, and digital clinical trials? From confusion to consensus. Drug Discovery Today, 28(4), 103520 https://doi.org/10.3390/ijerph20237115 • Shore, C., Khandekar, E., & Alper, J. (Eds.). (2019). Virtual clinical trials: challenges and opportunities: proceedings of a workshop. https://doi.org/10.17226/25502

Power of Generative AI: Siemens Industrial Copilot - Insights - Siemens Global Website 17 Éncy - virtual AI assistant for SprutCAM X - SprutCAM X 21 工业大模型应用报告 Sight Machine18推出 Factory CoPilot，一款集成了 根据指令进行相应的动作。第二，大模型可以帮助机器在执行路径规划、物体识别等 任务时做出相应的决策。 RoboDK22推出了 RoboDK’s Virtual Assistant，一个基于大模型的 AI 应用，专为机 器人编程和仿真提供智能化的支持和指导。RoboDK’s Virtual Assistant 通过与 Microsoft Azure OpenAI Service 的集成，实现了机器人数据的高效处理和分析。该应用提供了一 Language Models in Robotics: RoboDK's Virtual Assistant - RoboDK blog 23 工业大模型应用报告 建议和指导。同时也可以协助用户完成诸如自动创建和修改机器人程序、优化机器人 运动和路径、提高机器人性能和安全性等任务。RoboDK’s Virtual Assistant 还可以学习 公司特定的信息，如机器人型号

Simulation Model）.............................................................................39 虚拟电厂（Virtual Power Plant, VPP）............................................ 43 1 弹性/韧性（Resilience，Resiliency） Systems, vol. 75, no. 3, pp. 1394-1397, Jan. 1956, doi: 10.1109/AIEEPAS.1956.4499452. 43 虚拟电厂（Virtual Power Plant, VPP） 撰稿：李再华、唐晓骏 是一种智能的能源管理系统，通过先进的信息处理、计量、通信、 控制等技术和软件系统，实现分布式发电、储能系统、可控负荷、电 动汽 和电网集中调度运行，达成电源侧多能互补、电网侧安全稳定、负荷 侧灵活高效的目的。 “虚拟电厂”这一术语源于 1997 年美国经济学家西蒙·阿韦布赫 Shimon Awerbuch 博 士 在 其 著 作 《 The Virtual Utility: Accounting, Technology & Competitive Aspects of the Emerging Industry》中对虚拟 公共设施的定义: 一

china .Netconf2019 0 SCF – 开发 china .Netconf2019 接入智能客服等接口， 如： Power Virtual Agents https://docs.microsoft.com/zh-cn/power- virtual-agents/getting-started-create-bot SCF – 开发 china .Netconf2019 0 SCF

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 system will reach 560 GW by 2025. Involving distributed resources in the form of aggregated virtual power plants in grid interaction and regulation is not only an inevitable choice for developing a Development and Reform Commission of Shenzhen Municipality issued the “ Shenzhen Virtual Power Plant Implementation Plan (2022- 2025),” which provides clear directions for the next