Regression tree for stability margin prediction using synchrophasor measurements

A regression tree-based approach to predicting the power system stability margin and detecting impending system event is proposed. The input features of the regression tree (RT) include the synchronized voltage and current phasors. Modal analysis and continuation power flow are the tools used to bui...

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Veröffentlicht in:	IEEE transactions on power systems 2013-05, Vol.28 (2), p.1978-1987
Hauptverfasser:	Ce Zheng, Malbasa, Vuk, Kezunovic, Mladen
Format:	Artikel
Sprache:	eng
Schlagworte:	Construction equipment Decision trees Electric potential Knowledge based systems Oscillation modes Phasor measurement units Phasors Power system stability Regression Regression analysis Regression tree analysis Stability criteria Systems stability Trees
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