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Artificial neural networks and support vector machines with genetic algorithm for bearing fault detection

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


Book ID
118435944
Publisher
Elsevier Science
Year
2003
Tongue
English
Weight
280 KB
Volume
16
Category
Article
ISSN
0952-1976

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FAULT DETECTION USING SUPPORT VECTOR MAC
โœ L.B. JACK; A.K. NANDI ๐Ÿ“‚ Article ๐Ÿ“… 2002 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 196 KB

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