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The Fault Diagnosis of Transformer Based on the SOM Neural Network Current

Authors :
Yang Cunxiang
Bao Hao
Source :
2013 Fifth International Conference on Measuring Technology and Mechatronics Automation.
Publication Year :
2013
Publisher :
IEEE, 2013.

Abstract

There are so many fault types of the Wind turbine converter, in order to improve accuracy of its recognition and diagnosis, the BP neural networks require large samples for this problem of improving BP algorithmSOM neural network algorithm is introduced. The results indicate that this method for the wind turbine converter fault diagnosis can achieve better effect. It has the certain application value.

Details

Database :
OpenAIRE
Journal :
2013 Fifth International Conference on Measuring Technology and Mechatronics Automation
Accession number :
edsair.doi...........98b30088f381919f619c2109fafd6043