Insights into Scaling Virtual Power Plants Real-World Findings for Successful Deployment January 2025 Angela Long (Rockcress Consulting) Ryan Long (Rockcress Consulting) Tolu Omotoso, 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 regulators, and solution providers streamlines communication and can reduce confusion during program deployment. Dedicated Staff and Cross-Functional Collaboration are Key to Implementation: Successful VPPs

式由部分感知、单向控制、计划为主向高度感知、双向互动、智能高效转变。 In order to further implement the major "dual-carbon" strategic deployment of the Central Committee of the Communist Party of China, the State Council, in conjunction has variable output, poor low voltage power information access rate. Large scale distributed VRE deployment would impact load forecasting accuracy, adding on the impact of centralized renewables

training/inference ecosystem, serving as the de facto global standard. Qualcomm accelerates robot/XR deployment via Snapdragon X & RB5 platforms. 2. Industrial Robots & Automation: ABB, Fanuc, Yaskawa, Rockwell

technology deployment. Nature Communications, 2025, 16(1), 4251. Wang, Y., Wen, Z., Xu, M., et al. The carbon-energy-water nexus of the carbon capture, utilization, and storage technology deployment schemes:

technology deployment. Nature Communications, 2025, 16(1), 4251. Wang, Y., Wen, Z., Xu, M., et al. The carbon-energy-water nexus of the carbon capture, utilization, and storage technology deployment schemes:

earing-Up-for-Inclusive-and-Sustainable-De velopment-/RDDT-%20Executive%20 Summary_Session2_Co-deployment.pdf 国际可再生能源署（2025c）， , 国际 推动道路运输基于可再生能源电气化的政策 可再生能源机构，阿布扎比 www.irena.org/Publications/2025/Ju

in) and probabilistic forecasting techniques, and shape the demand, production and inventory deployment within the day/week. ► No demand sensing (after interviewing sales-need further confirmation)