96 min listen
Dr. Kyri Baker on AI & OPF
ratings:
Length:
90 minutes
Released:
Apr 29, 2024
Format:
Podcast episode
Description
Dr. Kyri Baker, an assistant professor of engineering at the University of Colorado, makes a return visit to discuss the use of artificial intelligence for power grid optimization. Plus, Conleigh Byers, Farhad Billimoria, Ahlmahz Negash, and Paul Dockery wrap the interview with an explanation of AI and all its acronyms.You can find the podcast on Apple Podcast, Spotify, or wherever you get your podcasts. Share with friends that are energy enthusiasts, like us!01:19 - 30 second theoryFarhad Billimoria on “What is OPF?”Conleigh Byers on “What’s the difference between artificial intelligence (AI), machine learning (ML), Deep Learning, Physics Informed Neural Networks (PINN), Large Language Models (LLM), generative AI, and general intelligence?”14:28 - Dr. Kyri Baker: Using AI and Machine Learning for Power Grid OptimizationUsing AI and Machine Learning for Power Grid Optimization: How Neural Networks Can Speed Up Optimal Power FlowBaker, Kyri. "Emulating ac opf solvers with neural networks." IEEE Transactions on Power Systems 37.6 (2022): 4950-4953.Baker, Kyri, and Harsha Gangammanavar. "Locational Marginal Prices Obey DC Circuit Laws." arXiv preprint arXiv:2403.19032 (2024).1:06:14 - Updating our PriorsChatzivasileiadis, Spyros, et al. "Machine learning in power systems: Is it time to trust it?." IEEE Power and Energy Magazine 20.3 (2022): 32-41. APA1:23:26 - ESA (Energy System Analogies) World Cup StandingsPublic Power Underground, for electric utility enthusiasts! Public Power Underground, it’s work to watch!--------photo credit Carl Bower for The New York Times
Released:
Apr 29, 2024
Format:
Podcast episode
Titles in the series (100)
Bonus Episode: SPP's Market+ Concept by Public Power Underground