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eess.SY2026
Anomaly Detection with Machine Learning Algorithms in Large-Scale Power Grids
Marc Gillioz, Guillaume Dubuis, Étienne Voutaz +1
We apply several machine learning algorithms to the problem of anomaly detection in operational data for large-scale, high-voltage electric power grids. We observe important differ…
eess.SY2024★ 11 cited
A large synthetic dataset for machine learning applications in power transmission grids
Marc Gillioz, Guillaume Dubuis, Philippe Jacquod
With the ongoing energy transition, power grids are evolving fast. They operate more and more often close to their technical limit, under more and more volatile conditions. Fast, e…