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《Proceedings of the Csee》 1997-02
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Application of Artificial Neural Network Combined by Genetic Algorithm in Fault Diagnosis of Power Transformer

Xu Wen; Wang Dazhong; Zhou Zecun; Chen Heng(Dept. of E. E.,Southeast University Nanjing 210096 China)  
Artificial Neural Network (ANN) has been widely used in fault diagnosis of power trans former. One of the main weak-points of the back propagation algorithm which is commonly used is that the optimal procedure is easily stacked into the minimal value locally and cuases strict demands of initial value. Based GA-ANN algorithm to optimize the initial value of ANN structure. Some examples are given to prove GA-ANN algorithm is powerful to diagnose the faults of power trasformers.
【CateGory Index】: TM41
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Chinese Journal Full-text Database 10 Hits
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