Learning to Control in Power Systems: Design and Analysis Guidelines for Concrete Safety Problems

Learning to Control in Power Systems: Design and Analysis Guidelines for Concrete Safety Problems

Explore a seminar from GERAD Research Center on applying machine learning and artificial intelligence to power systems control. Delve into the challenges and safety considerations of integrating AI for managing renewable energy sources and addressing uncertainty in grid operations. Examine four concrete safety problems through case studies in frequency regulation and distribution system control. Gain insights into mitigating measures and design guidelines for incorporating learning capabilities in power system control while prioritizing safety risks. Discover how this 43-minute talk by Patricia Hidalgo-Gonzalez from the University of California, San Diego, provides valuable perspectives on the intersection of AI and power grid management.