Variational Mode Decomposition as Trusted Data Augmentation in ML-based Power System Stability Assessment

Tetiana Bogodorova, Denis Osipov, Luigi Vanfretti

Balanced data is required for deep neural networks (DNNs) when learning to perform power system stability assessment. However, power system measurement data contains relatively few…