Support-Vector-Machine-Based Proactive Cascade Prediction in Smart Grid Using Probabilistic Framework

The worldwide major blackout events of power network are highlighting the need for technology upgradation in traditional grid. One of the major upgradations required is in the area of early warning generation in case of any grid disturbances such as line contingency leading to cascade failure. This...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on industrial electronics (1982) 2015-04, Vol.62 (4), p.2478-2486
Hauptverfasser:	Gupta, Sudha, Kambli, Ruta, Wagh, Sushama, Kazi, Faruk
Format:	Artikel
Sprache:	eng
Schlagworte:	Cascade failure Cumulative distribution function Gaussian distribution Load modeling Power system faults Power transmission lines Predictive models Probabilistic logic Probability density function Smart grids Support vector machine (SVM) Support vector machines
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!