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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Bibliographic Details
Main Authors: Wangping Zhou, Rong Wang, Shenrong Xu
Format: Article
Language:zho
Published: Editorial Office of Journal of Mechanical Transmission 2019-01-01
Series:Jixie chuandong
Subjects:
Online Access:http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2019.04.028