Application of ABC-VMD and Envelope Spectrum Analysis in Gear Fault Diagnosis
Aiming at the nonlinear and unsteady characteristics of gearbox fault, a parameter-optimized Variational mode decomposition (VMD) is proposed to extract the characteristic frequency. Firstly, the Artificial bee colony algorithm (ABC) is used to adaptively select the number of layers and the penalty...
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Main Authors: | Wangping Zhou, Rong Wang, Shenrong Xu |
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Format: | Article |
Language: | zho |
Published: |
Editorial Office of Journal of Mechanical Transmission
2019-04-01
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Series: | Jixie chuandong |
Subjects: | |
Online Access: | http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2019.04.028 |
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