Search Results for author: Joe Gorka

Found 2 papers, 1 papers with code

Cascading Blackout Severity Prediction with Statistically-Augmented Graph Neural Networks

no code implementations22 Mar 2024 Joe Gorka, Tim Hsu, Wenting Li, Yury Maximov, Line Roald

Higher variability in grid conditions, resulting from growing renewable penetration and increased incidence of extreme weather events, has increased the difficulty of screening for scenarios that may lead to catastrophic cascading failures.

severity prediction

Efficient Representations of Radiality Constraints in Optimization of Islanding and De-Energization in Distribution Grids

1 code implementation21 Apr 2022 Joe Gorka, Line Roald

Optimization of power distribution system topology is complicated by the requirement that the system be operated in a radial configuration.

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