Fuzzy Neural Network for Pattern Recognition of Power System Events
Slavko Vasilic
Broschiertes Buch

Fuzzy Neural Network for Pattern Recognition of Power System Events

Fuzzy Neural Network Pattern Recognition Algorithm for Classification of the Events in Power System Networks

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An advanced artificial intelligence based algorithm for detecting and classifying faults on the power system transmission line is introduced. The approach utilizes self-organized, Adaptive Resonance Theory (ART) neural network, combined with fuzzy decision rule for interpretation of neural network outputs. Training of the neural network is based on the combined use of unsupervised and supervised learning methods. During training, a set of input events is transformed into a set of prototypes of typical input events. During application, real events are classified based on the interpretation of t...