Fault Diagnosis of Power System Based on Improved Genetic Optimized BP-NN

Fault Diagnosis of Power System Based on Improved Genetic Optimized BP-NN

BP neural network (Back-Propagation Neural Network, BP-NN) is one of the most widely neural network models and is applied to fault diagnosis of power system currently. BP neural network has good self-learning and adaptive ability and generalization ability, but the operation process is easy to fall...

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Bibliographic Details
Main Authors: Yuan Pu, Mao Jianlin, Xiang Fenghong, Liu Lian, Zhang Maoxing
Format: Article
Language:English
Published: EDP Sciences 2015-01-01
Series:MATEC Web of Conferences
Subjects:
BP neural network
grid fault diagnosis
hidden layer
Genetic algorithm
fault-tolerance
Online Access:http://dx.doi.org/10.1051/matecconf/20152201050

Internet

http://dx.doi.org/10.1051/matecconf/20152201050

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