Application of Deep Support Vector Machine in Gear Fault Diagnosis

Application of Deep Support Vector Machine in Gear Fault Diagnosis

Gearbox fault diagnosis has problems in early feature extraction of non-stationary weak fault signals, vulnerability to strong background noise, and low accuracy of fault diagnosis. A gearbox fault diagnosis method based on Variational Mode Decomposition（VMD）and Deep Support Vector Machine(DSVM) is...

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Bibliographic Details
Main Authors: Lei Yu, Sen Chen, Rui Zhang, Ke Li, Lei Su
Format: Article
Language:zho
Published: Editorial Office of Journal of Mechanical Transmission 2019-08-01
Series:Jixie chuandong
Subjects:
Fault diagnosis
VMD
Kurtosis
Deep support vector machine
Gearbox
Online Access:http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2019.08.028
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