Diagnostic Method for Bearing Failure Based on Neural Networks

Pu Xiaoping; Chen Kexing; Xu Jinwu; Ma Xianghua

doi:10.13374/j.issn1001-053x.1993.06.013

Volume 15 Issue 6

Oct. 2021

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Pu Xiaoping, Chen Kexing, Xu Jinwu, Ma Xianghua. Diagnostic Method for Bearing Failure Based on Neural Networks[J]. Chinese Journal of Engineering, 1993, 15(6): 610-613. doi: 10.13374/j.issn1001-053x.1993.06.013

Citation:

Pu Xiaoping, Chen Kexing, Xu Jinwu, Ma Xianghua. Diagnostic Method for Bearing Failure Based on Neural Networks[J]. Chinese Journal of Engineering, 1993, 15(6): 610-613. doi: 10.13374/j.issn1001-053x.1993.06.013

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Diagnostic Method for Bearing Failure Based on Neural Networks

doi: 10.13374/j.issn1001-053x.1993.06.013

Department of Mechanical Engineering

Received Date: 1993-04-12
Available Online: 2021-10-18

Abstract

Abstract

For ball bearing, cone bearing and cylinder bearing failures which are real failures acpuired on real running condition in a bearing test machine, this paper discusses the diagnostic method for bearings besed on neural networks. The application indicates this method is very good.
- failure diagnosis,
- neural networks,
- antifriction bearings,
- fatigue tests,
- BP networks