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Monitoring and diagnosis of rolling element bearings using artificial neural networks

✍ Scribed by Alguindigue, I.E.; Loskiewicz-Buczak, A.; Uhrig, R.E.


Book ID
119776279
Publisher
IEEE
Year
1993
Tongue
English
Weight
970 KB
Volume
40
Category
Article
ISSN
1932-4529

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A procedure is presented for fault diagnosis of rolling element bearings through artificial neural network (ANN). The characteristic features of time-domain vibration signals of the rotating machinery with normal and defective bearings have been used as inputs to the ANN consisting of input, hidden