Application of VPMCD method based on PLS for rolling bearing fault diagnosis

To address the non-stationary and nonlinear characteristics of vibration signals produced by rolling bearings and the noise pollution of acquired signals, a fault diagnosis method based on singular value decomposition (SVD), empirical mode decomposition (EMD) and variable predictive model-based clas...

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Bibliographic Details
Main Authors: Hongyu Cui, Ming Hong, Yuanying Qiao, Yumei Yin
Format: Article
Language:English
Published: JVE International 2017-02-01
Series:Journal of Vibroengineering
Subjects:
Online Access:https://www.jvejournals.com/article/17156