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eess.SY2025
Maximal Load Shedding Verification for Neural Network Models of AC Line Switching
Samuel Chevalier, Duncan Starkenburg, Robert Parker +1
Solving for globally optimal line switching decisions in AC transmission grids can be intractability slow. Machine learning (ML) models, meanwhile, can be trained to predict near-o…
eess.SY2025
PowerPlots.jl: An Open Source Power Grid Visualization and Data Analysis Framework for Academic Research
Noah Rhodes
Data visualization is essential for developing an understanding of a complex system. The power grid is one of the most complex systems in the world and effective power grid researc…
eess.SY2025
Second-Order-Cone Formulations of Power Flow for Topology Optimization
Noah Rhodes, James Luedkte, Line Roald
Optimization problems that involve topology optimization in scenarios with large scale outages, such as post-disaster restoration or public safety power shutoff planning, are very…