The energy-information nexus has become a key tool and research area in efforts aimed at decarbonizing energy systems, enabling and operating the 'smart grid', which I will argue encompasses the utility-scale system, mini-grids, and off-grid energy systems. In this talk we will review a range of theoretical models and practical tools where data science, machine learning, and human-machine interfaces have launched or enabled clean energy and energy justice (energy access and socially progressive energy choices) that would not have been possible previously. I will also highlight key opportunities for data science for sustainable energy options in California, China, and Africa.
The Berkeley Distinguished Lectures in Data Science, co-hosted by the Berkeley Institute for Data Science (BIDS) and the Berkeley Division of Data Sciences, features Berkeley faculty doing visionary research that illustrates the character of the ongoing data revolution. This lecture series is offered to engage our diverse campus community and enrich active connections among colleagues. All campus community members are welcome and encouraged to attend. Arrive at 3:30 PM for light refreshments and discussion prior to the formal presentation.
Dan Kammen is professor and chair of the Energy Resources Group at UC Berkeley, a professor in Goldman School of Public Policy, where he directs the Center for Environmental Policy, and a professor in the department of Nuclear Engineering. He is the founding director of the Renewable and Appropriate Energy Laboratory (RAEL). He is an expert on energy systems and the science and policy behind climate solutions. He has a BA in Physics from Cornell University, and Masters and PhD degrees in Physics from Harvard. He is a Fellow of the American Association for the Advancement of Science (AAAS) and has served on numerous National Academy of Sciences, Environmental Protection Agency, and Department of Energy committees and advisory panels. Kammen has served as a contributing or coordinating lead author on various reports of the Intergovernmental Panel on Climate Change since 1999, and shared the IPCC's 2007 Nobel Peace Prize.