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 Standings 
 Public Power Underground, for electric utility enthusiasts! Public Power Underground, it’s work to watch! --------
photo credit Carl Bower for The New York Times

Dr. Kyri Baker on AI & OPF

Public Power Underground is more than a discussion about public ownership of electric infrastructure, the infotaining episodes cover the energy enthusiast trifecta of electrification, markets, and people. The hosts interview industry experts on a broad range of energy industry and energy-industry-adjacent topics at the nexus of electric utilities and the energy transition. The podcast doesn’t take itself too seriously and frequently plays energy inspired games like “energy enthusiasm distilled,” “draw an analogy,” and “say something nice about electric utilities."

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Government

Apoorv Bhargava discusses his work at WeaveGrid optimizing electric vehicle charging within distribution systems. The interview is wrapped by context and insights from the regular hosts: Ahlmahz Negash, Conleigh Byers, Farhad Billimoria, and Paul Dockery. You can find the podcast on Apple Podcast, Spotify, or wherever you get your podcasts. Share with friends that are energy enthusiasts, like us! 
 01:21 - 30 seconds of TheoryFarhad Billimoria on Distribution System Operators (DSOs)Conleigh Byers on Transactive EnergyAhlmahz Negash on the Energy Equity Gap10:28 - Apoorv Bhargava on WeaveGrid and the Grid 53:38 - Apoorv Bhargava’s analogy; the electric grid is like a well stocked bar 1:00:27 - Updating our PriorsFred Scweppe: Power systems `2000': hierarchical control strategiesPaul Joskow & Richard Schmalensee: Markets for Power1:20:24 - Community Planning as Energy PlanningWe Need to Make Cities Less Car-Dependent, Scientific American, 2024Car harm: A global review of automobility's harm to people and the environment, Journal of Transport Geography, 20241:28:20 - ESA World Cup Standings Public Power Underground, for electric utility enthusiasts! Public Power Underground, it’s work to watch!

Apoorv Bhargava on the Grid

Katherine Blunt joins Crystal Ball and Paul Dockery to discuss her reporting at the Wall Street Journal on the energy industry and her book, California Burning: The Fall of Pacific Gas and Electric--and What It Means for America's Power Grid. Matthew Schroettnig joins Conleigh Byers, Farhad Billimoria, and Paul Dockery for the rest of the episode to cover utility risks, load growth, and the current landscape of America’s power grid. You can find the podcast on Apple Podcast, Spotify, or wherever you get your podcasts. Share with friends that are energy enthusiasts, like us! 03:13 - Short-to-Ground; a segment where we blow a fuse covering the newsEnvironmental Protection Agency (EPA) announced a suite of standards to cut greenhouse gas emissions as well as toxic air pollution, water pollution, and land contamination from fossil fuel plantsBureau of Land Management (BLM) updated regulations on Broadband Authorization, Cost Recovery, and Vegetation Management for Fire Risk ManagementLetter from twenty-six entities from across the West to the Southwest Power Pool expressing interest in continuing the development of Markets+Portland General Electric is seeking approval for a new, 7.4 mile, 115 KV transmission lineSpot market power in the U.S.Wholesale spot prices for the National Electricity Market (NEM)Energy Information Administration’s Natural Gas Weekly UpdateHedging and Tail Risk in Electricity Markets18:39 - Katherine Blunt joins Crystal Ball and Paul Dockery to discuss her reporting at the Wall Street Journal on the energy industry and her book, California Burning: The Fall of Pacific Gas and Electric--and What It Means for America's Power GridCalifornia Burning: The Fall of Pacific Gas and Electric--and What It Means for America's Power GridWildfires Make Utilities a Tricky Investment. Just Ask Warren Buffett.Big Tech’s Latest Obsession Is Finding Enough Energy49:13 - Katherine Blunt’s analogy; the grid is like a network of roads and highways 
51:08 - Updating our Priors 1:07:20 - ESA (Energy System Analogies) World Cup Standings 1:08:11 - Matt Schroettnig’s analogy; electricity is like water in a biome Public Power Underground, for electric utility enthusiasts! Public Power Underground, it’s work to watch!

What it means for America's power grid w/ Katherine Blunt

Katherine Blunt, author of California Burning, joins Crystal Ball and Paul Dockery to discuss the eras of the electric sector (Taylor's Version). To celebrate Taylor Swift’s April 19th release of The Tortured Poets Department (and Tortured Poets Department: The Anthology), Katherine Blunt, Crystal Ball, and Paul Dockery recorded a special, bonus, episode dedicated to the Eras of the Electric Sector. Katherine Blunt is the author of California Burning; The Fall of Pacific Gas and Electric--and What It Means for America's Power Grid which is the most approachable introduction to the history of the electric sector ever published! The book interprets, unpacks, and conveys the complex history of Pacific Gas & Electric, and, through it, provides an introduction to the history of the electric sector as well. Katherine Blunt joined Crystal Ball and Paul Dockery for an interview that’ll be part of an upcoming, regular, episode of Public Power Underground, but while we were together we took some time to record a discussion of the sector’s history. In the recording (and attached 20 slide power point) Katherine, Crystal, and Paul explore the history of the electric sector and Pacific Gas & Electric through Taylor Swift’s discography.  The exploration answers the age old question of what electric sector milestone Taylor Swift wrote “You Belong With Me” about. And, because you know it’s what you wanted, there’s an official Eras of the Electric Sector Spotify playlist. Yes, my wife and I share a Spotify account. And, yes, my whole family contributed to the playlist including the additions, modification, and resorting of songs like “The Last Great American Dynasty” starting the Efficiency Era instead of “Cardigan” and the addition of Jimmy Carter’s sweater speech as an electric sector milestone. But, no, we didn’t get a preview of The Tortured Poets Department to include songs from the new album in the playlist.  You can find the podcast on Apple Podcast, Spotify, or wherever you get your podcasts. Share with friends that are energy enthusiasts, like us! Public Power Underground, for electric utility enthusiasts! Public Power Underground, it’s work to watch!

BONUS: Eras of the Electric Sector (Taylor's Version)

exploration of approaches to distribution systems from microcontrollers and software to MOAR HARDWARE Distribution infrastructure, microcontrollers in everything, hardware vs software solutions, and prices-to-devices get covered in a distribution systems episode with Ahlmahz Negash, Conleigh Byers, Farhad Billimoria, and Paul Dockery featuring an interview with the enthusiastic Francis Sammy! A discussion that manages to navigate the nuances of MOAR HARDWARE as an actionable energy transition strategy while articulating the benefit of deploying smart, controllable, and price-responsive devices. You can find the podcast on Apple Podcast, Spotify, or wherever you get your podcasts. Share with friends that are energy enthusiasts, like us! 01:18 - 30 second theorySchweppe, Fred C., et al. Spot pricing of electricity. Springer Science & Business Media, 2013.Schweppe, Fred C. "Power systems2000': hierarchical control strategies." IEEE spectrum 15.7 (1978): 42-47.08:59 - Short-to-Ground; a segment where we blow a fuse covering the newsThe Major Drivers of Long-term Distribution Transformer DemandCybersecurity baselines for both electric distribution systems and distributed energy resources (DER)Portland-based GridStor announced its acquisition of a planned 450-MW/900-MWh lithium-ion battery storage installationThe National Renewable Energy Lab recently released a report studying the economics of building long-distance, high-voltage transmission linesSpot market power in the U.S.Wholesale spot prices for the National Electricity Market (NEM)Energy Information Administration’s Natural Gas Weekly Update23:21 - Francis Sammy provides a practitioner perspective on distribution systems and the energy transitionFrancis Sammy is a licensed professional engineer that works as the supervisor of the Systems Distribution Engineering workgroup for Seattle City Light. He was born and raised in Brooklyn, New York, studied electrical engineering at Howard University, and works on distribution systems for Seattle. Francis lives in Beacon Hill with his family of 3 and says you can find him riding around town on his bike, vibing out at a concert, laboring up the basketball court, or sliding down a mountain face first.54:06 - Francis Sammy’s analogy; the grid is like an old, reliable car 56:38 - Updating our priors 1:17:55 - ESA (Energy System Analogies) World Cup Standings Public Power Underground, for electric utility enthusiasts! Public Power Underground, it’s work to watch!

Dr. Kyri Baker on AI & OPF

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