1 Insights into Scaling Virtual Power Plants Real-World Findings for Successful Deployment January 2025 Angela Long (Rockcress Consulting) Ryan Long (Rockcress Consulting) NRECA Tomas Smith, Puget Sound Energy 5 5 REAL-WORLD FINDINGS FOR SUCCESSFUL DEPLOYMENT Insights into Scaling Virtual Power Plants Executive Summary Introduction Leadership Investments Planning Pilots Help Uncover Early Challenges and Refine VPP Strategies: Pilot programs can provide valuable insights into technology performance and customer engagement, and allow for quick identification and resolution

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ANTON SHENK Evaluating Artificial Intelligence for National Security and Public Safety Insights from Frontier Model Evaluation Science Day Conference Proceedings 2 ables, thresholds for dangerous voluntary risk management policies for scaling AI capabilities. The workshop proceedings synthesize insights from these sessions, outline the complexities of eval- uating AI for dangerous capabilities, and biology (chem-bio) track illu- minated the intersection of AI with chem-bio risks, incorporating insights from evaluations of general- purpose and domain-specific models. This section details lessons learned

opportunities for personalised learning experiences, streamlining processes, and providing valuable insights into training programme efficacy. 1. Needs assessment: Analyse the organisation's current and future Supervisor Assessment Ask supervisors to review their direct reports' self-assessments and add their own insights. This step should help to provide a balanced view of where skill gaps exist. Week 4: Analysis and Optimisation Continuously improving and refining the sales process. Analyzing sales data and metrics for insights and optimisation. Leveraging HubSpot's reporting and analytics tools for process evaluation. Identifying

and process optimization, ensuring we can take full advantage of accurate, timely data. The insights included in this report are designed to help inform your decisions in this evolving landscape—and manufacturing, 69% plan to invest in the next 12 months. These are just a few of the important insights garnered through feedback from 1,560 decision-makers from 17 of the top manufacturing countries Research, includes a plan to start your journey alongside the research findings to help you turn insights into action. North America Latin America Europe, Middle East and Africa Asia Pacific

埃森哲，《技术展望2025》： https://www.accenture.com/us-en/insights/technology/technology-trends-2025 3 埃森哲，《人类、人工智能与机器人：重构工作与劳动力的经济意义》： https://www.accenture.com/us-en/insights/strategy/humans-ai-robots 4 同上出处 5 埃森哲，《何谓数字核心？》 埃森哲，《何谓数字核心？》 https://www.accenture.com/cr-en/insights/digital-core 实现自主智能供应链 28 本文档中的部分图片是在AI辅助下生成的。 关于本研究 本研究探讨了向自主智能供应链转型及支撑该转型的战略考量。我们将端到端的供应链运营细分为29项 核心活动，评估每项活动的当前自动化水平和预期自动化水平，以及机器自主智能决策的程度。我们对来自北

the Decarbonisation of Chi- na’s Steel Sector: Insights from the Transition Finance Pilot and Market Progress. https://www.climatebonds.net/data-insights/ publications/financing-decarbonisation-chinas-steel-sector-in- https://www.climatebonds.net/data-in- sights/publications/financing-decarbonisation-chinas-steel-sec- tor-insights-transition-finance-pilot-market-progress 16. Climate Bonds Initiative. 中国转型金融研究报告. https://www market issues CCER 2.0 trading rules, excluding block trades. https://www.spglobal.com/ commodity-insights/en/news-research/latest-news/energy-transi- tion/123024-chinas-voluntary-carbon-market-issues-ccer-20-trad-

power demand by 2030 [Internet]. Goldman Sachs; 2025. Available from: https://www.goldmansachs.com/insights/articles/ai-to-drive-165-increase-in-data-center-power- demand-by-2030 [6] International Energy Available from: https://www.iea.org/events/global-conference-on-energy-ai [7] S&P Global Commodity Insights. Company Sustainability Reports 2023 [Internet]. 2023. Available from: https://www.spglobal.

services APIs Non competing Competing OSDU Data Platform: Single Data Platform (system of record / insights) API (standard interface for accessing the data) OSDU R3++ covers: • Solar, Windfarm • Hydrogen

王萌，mwang@rmi.org 引用建议 李威，王萌，李婷，马欣悦，郭凯迪等. 建设零碳园区，加速生产侧绿色转型，落基山研究所，2025， https://rmi.org.cn/insights/zero-carbon-park-to-accelerate-green-production/ RMI 重视合作，旨在通过分享知识和见解来加速能源转型。因此，我们允许感兴趣的各方通过知识共享 org.cn/insights/transitioning-chinas-industrial-sectors-creating-clusters-for-large-scalegreen- hydrogen-integration 14 李抒苡，吴彦君，陈济等，中国零碳图景下的再生资源利用产业机遇，落基山研究所，2021， https://rmi.org.cn/insights/%e4%b Resilience and sustainability, 2023 李威，王萌，李婷，马欣悦，郭凯迪等. 建设零碳园区，加速生产侧绿色转型，落基山研究所，2025，https:// rmi.org.cn/insights/zero-carbon-park-to-accelerate-green-production/ RMI 重视合作，旨在通过分享知识和见解来加速能源转型。 因此，我们允许感兴趣的各方通过知识共享