Search Results for author: Ingrid Isenhardt

Found 1 papers, 1 papers with code

Predicting Basin Stability of Power Grids using Graph Neural Networks

1 code implementation18 Aug 2021 Christian Nauck, Michael Lindner, Konstantin Schürholt, Haoming Zhang, Paul Schultz, Jürgen Kurths, Ingrid Isenhardt, Frank Hellmann

We investigate the feasibility of applying graph neural networks (GNN) to predict dynamic stability of synchronisation in complex power grids using the single-node basin stability (SNBS) as a measure.

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