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Artificial neural networks and genetic algorithm for bearing fault detection

✍ Scribed by B. Samanta; K. R. Al-Balushi; S. A. Al-Araimi


Publisher
Springer
Year
2005
Tongue
English
Weight
218 KB
Volume
10
Category
Article
ISSN
1432-7643

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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