Research of Fault Diagnosis of Rolling Bearing based on MSCNN and STFT

Research of Fault Diagnosis of Rolling Bearing based on MSCNN and STFT

In view of the existing CNN（Convolution Neural Network） based rolling bearing fault diagnosis method，it is difficult to effectively excavate and utilize the multi-scale information contained in the data，a multi-scale convolution feature fusion method for rolling bearing fault diagnosis is proposed....

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Bibliographic Details
Main Authors: Xing Rong, Gao Bingpeng, Hou Peihao, Zhu Jundong
Format: Article
Language:zho
Published: Editorial Office of Journal of Mechanical Transmission 2020-07-01
Series:Jixie chuandong
Subjects:
Fault diagnosis
Rolling bearing
Multi-scale convolutional neural network
Short-time Fourier transform
Online Access:http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2020.07.007
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