DocumentCode
537304
Title
Application of the Self-Organizing Competition Artificial Neural Network in Power System Transient Stability
Author
Wei, Xue
Author_Institution
Coll. of Electr. Eng. & New Energy, China Three Gorges Univ., Yichang, China
fYear
2010
fDate
7-9 Nov. 2010
Firstpage
1
Lastpage
4
Abstract
In this paper, a self-organizing ANN classifier is designed to estimate transient stability problem. This kind of classifier uses six indexes which are indexes of the integrated performance index method, so as to distinguish power system transient stability state into stable accident and unstable accident. It has better classified effect, and can reducing the number of accidents. It is also suitable for online dynamic security assessment.
Keywords
pattern classification; performance index; power engineering computing; power system transient stability; self-organising feature maps; ANN classifier; artificial neural network; integrated performance index method; online dynamic security assessment; power system transient stability; self organizing competition; stable accident; unstable accident; Artificial neural networks; Indexes; Power system stability; Stability criteria; Transient analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
E-Product E-Service and E-Entertainment (ICEEE), 2010 International Conference on
Conference_Location
Henan
Print_ISBN
978-1-4244-7159-1
Type
conf
DOI
10.1109/ICEEE.2010.5661288
Filename
5661288
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