4 papers · 1 filter
GPU Accelerated Security Constrained Optimal Power Flow
Anthony Degleris, Abbas El Gamal, Ram Rajagopal
We propose a GPU accelerated proximal message passing algorithm for solving contingency-constrained DC optimal power flow problems (OPF). We consider a highly general formulation o…
Scalable and Interactive Electricity Grid Expansion Planning
Anthony Degleris, Abbas El Gamal, Ram Rajagopal
Large scale grid expansion planning studies are essential to rapidly and efficiently decarbonizing the electricity sector. These studies help policy makers and grid participants un…
Fast Grid Emissions Sensitivities using Parallel Decentralized Implicit Differentiation
Anthony Degleris, Lucas Fuentes Valenzuela, Ram Rajagopal +2
Marginal emissions rates -- the sensitivity of carbon emissions to electricity demand -- are important for evaluating the impact of emissions mitigation measures. Like locational m…
Gradient Methods for Scalable Multi-value Electricity Network Expansion Planning
Anthony Degleris, Abbas El Gamal, Ram Rajagopal
We consider multi-value expansion planning (MEP), a general bilevel optimization model in which a planner optimizes arbitrary functions of the dispatch outcome in the presence of a…