Real-time transient stability prediction of power systems based on the energy of signals obtained from PMUs

•A new post-fault transient stability prediction method is proposed.•Utilization of the energies of PMU signals as features improves accuracy.•Training time and complexity of the classifiers are reduced by feature extraction.•The proposed method is more robust to measurement noise and missing data.•...

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