A rolling bearing fault diagnosis method based on LSSVM

The fault characteristic signals of rolling bearings are coupled with each other, thus increasing the difficulty in identifying the fault characteristics. In this study, a fault diagnosis method of rolling bearing based on least squares support vector machine is proposed. First, least squares suppor...

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Bibliographic Details
Main Authors: Xuejin Gao, Hongfei Wei, Tianyao Li, Guanglu Yang
Format: Article
Language:English
Published: SAGE Publishing 2020-01-01
Series:Advances in Mechanical Engineering
Online Access:https://doi.org/10.1177/1687814019899561