DocumentCode :
3211871
Title :
Voltage control areas for reactive power management using clustering approach in deregulated power system
Author :
Satsangi, S. ; Saini, A. ; Saraswat, A.
Author_Institution :
Dept. of Electr. Eng., Dayalbagh Educ. Inst., Agra, India
fYear :
2011
fDate :
20-22 July 2011
Firstpage :
409
Lastpage :
415
Abstract :
In this paper, a new K-means clustering based approach for identification of voltage control areas is developed. Voltage control areas are important for efficient reactive power management in power systems operating under deregulated environment. Voltage control areas formed using conventional hierarchical clustering based method is already presented in literature and used for efficient reactive power management The present paper investigates the capability of K-means clustering for the purpose of identifying voltage control areas. The proposed method is tested and compared for IEEE 24 bus RTS and IEEE 30 bus system. The results show that this K-means based method is competing with conventional hierarchical approach.
Keywords :
pattern clustering; power markets; power system management; reactive power control; voltage control; IEEE 24 bus RTS; IEEE 30 bus system; K-means clustering approach; hierarchical approach; power system deregulation; reactive power management; voltage control; K-means clustering algorithm; Voltage control areas; reactive power management;
fLanguage :
English
Publisher :
iet
Conference_Titel :
Sustainable Energy and Intelligent Systems (SEISCON 2011), International Conference on
Conference_Location :
Chennai
Type :
conf
DOI :
10.1049/cp.2011.0398
Filename :
6143346
Link To Document :
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