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Induction machine fault detection using SOM-based RBF neural networks

โœ Scribed by Wu, S.; Chow, T.W.S.


Book ID
118167094
Publisher
IEEE
Year
2004
Tongue
English
Weight
620 KB
Volume
51
Category
Article
ISSN
1932-4529

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Artificial neural networks (ANNs) have been used to detect faults in rotating machinery for a number of years, using statistical methods to preprocess the vibration signals as input features. ANNs have been shown to be highly successful in this type of application; in comparison, support vector mach