Title :
Application of the Self-Organizing Competition Artificial Neural Network in Power System Transient Stability
Author_Institution :
Coll. of Electr. Eng. & New Energy, China Three Gorges Univ., Yichang, China
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;
Conference_Titel :
E-Product E-Service and E-Entertainment (ICEEE), 2010 International Conference on
Conference_Location :
Henan
Print_ISBN :
978-1-4244-7159-1
DOI :
10.1109/ICEEE.2010.5661288
