12 citations · 12 across the 3 of their papers we have counts for
4 papers
Nearest Neighbor Functional Curve Completion for Intraday Probabilistic Revisions of Renewable Generation Forecasts
Guillermo Terrén-Serrano, Michael Ludkovski
We propose a nonparametric approach that fuses deterministic initial forecasts and a partial realization into a probabilistic forecast using the framework of functional curve compl…
Modeling Stochastic Multi-Agent Interaction in Intraday Battery Energy Storage Dispatch with Market Power
Ruimeng Hu, Mike Ludkovski, Hezhong Zhang
We develop a stochastic game-theoretic model for intraday dispatch of grid-scale battery energy storage systems (BESSs). We assume that each BESS operator competitively manages her…
Selecting Critical Scenarios of DER Adoption in Distribution Grids Using Bayesian Optimization
Olivier Mulkin, Miguel Heleno, Mike Ludkovski
We develop a new methodology to select scenarios of DER adoption most critical for distribution grids. Anticipating risks of future voltage and line flow violations due to addition…
Extreme Scenario Selection in Day-Ahead Power Grid Operational Planning
Guillermo Terrén-Serrano, Michael Ludkovski
We propose and analyze the application of statistical functional depth metrics for the selection of extreme scenarios in day-ahead grid planning. Our primary motivation is screenin…