Development of an Ensemble Decision Tree-Based Power System Dynamic Security State Predictor

Real-time assessment and prediction of dynamic security plays an important role in power systems operation and control. Analysis of the current operating state and prediction of plausible future insecurity is crucial for real-time decision-making and implementation of necessary control strategies to...

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Veröffentlicht in:	IEEE systems journal 2020-09, Vol.14 (3), p.3836-3843
Hauptverfasser:	Mukherjee, Rituparna, De, Abhinandan
Format:	Artikel
Sprache:	eng
Schlagworte:	Classification Complexity Computing time Decision analysis Decision making Decision trees dynamic security Electric power systems ensemble decision tree Feature extraction feature selection On-line systems Pattern recognition Power system dynamics Power system stability power system transient stability prediction Real-time systems Security Systems analysis Training
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