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Dr. Kyri Baker on AI & OPF

Dr. Kyri Baker on AI & OPF

FromPublic Power Underground


Dr. Kyri Baker on AI & OPF

FromPublic Power Underground

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)

Public Power Underground is Northwest Public Power's premiere info-tainment weekly news series written, edited, and published by the Power Department. On our weekly shows, we cover northwest public-power and public-power-adjacent news. The series originated as a pandemic diversion when physical distancing policies caused the Power Department to transition to remote work and zoom department meetings. It evolved to a platform to talk to peers across the region on topics affecting consumer-owned electric utilities in the Northwest.