113 citations · 694 across the 64 of their papers we have counts for
67 papers
Dynamic locational marginal emissions via implicit differentiation
Lucas Fuentes Valenzuela, Anthony Degleris, Abbas El Gamal +2
Locational marginal emissions rates (LMEs) estimate the rate of change in emissions due to a small change in demand in a transmission network, and are an important metric for asses…
Constructing dynamic residential energy lifestyles using Latent Dirichlet Allocation
Xiao Chen, Chad Zanocco, June Flora +1
The rapid expansion of Advanced Meter Infrastructure (AMI) has dramatically altered the energy information landscape. However, our ability to use this information to generate actio…
NeuralProphet: Explainable Forecasting at Scale
Oskar Triebe, Hansika Hewamalage, Polina Pilyugina +3
We introduce NeuralProphet, a successor to Facebook Prophet, which set an industry standard for explainable, scalable, and user-friendly forecasting frameworks. With the proliferat…
EVGen: Adversarial Networks for Learning Electric Vehicle Charging Loads and Hidden Representations
Robert Buechler, Emmanuel Balogun, Arun Majumdar +1
The nexus between transportation, the power grid, and consumer behavior is more pronounced than ever before as the race to decarbonize the transportation sector intensifies. Electr…
Joint Optimization of Autonomous Electric Vehicle Fleet Operations and Charging Station Siting
Justin Luke, Mauro Salazar, Ram Rajagopal +1
Charging infrastructure is the coupling link between power and transportation networks, thus determining charging station siting is necessary for planning of power and transportati…
Large-Scale Scenarios of Electric Vehicle Charging with a Data-Driven Model of Control
Siobhan Powell, Gustavo Vianna Cezar, Elpiniki Apostolaki-Iosifidou +1
Planning to support widespread transportation electrification depends on detailed estimates for the electricity demand from electric vehicles in both uncontrolled and controlled or…