Post-fault prediction of transient instabilities using stacked sparse autoencoder

•A fast and robust method is proposed for transient stability assessment.•Stacked sparse autoencoder is used as a stability classification algorithm.•The measurements from the fault-on time period are adopted as inputs.•The method is tested on WSCC test system and on the Turkish power system.•The ro...

Ausführliche Beschreibung