Gear fault diagnosis method based on wavelet-packet independent component analysis and support vector machine with kernel function fusion

Aiming at the problem of gear fault diagnosis, in order to effectively extract the features and improve the accuracy of gear fault diagnosis, the method based on wavelet-packet independent component analysis and support vector machine with kernel function fusion is proposed in this research. The pro...

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Bibliographic Details
Main Authors: Lizheng Pan, Dashuai Zhu, Shigang She, Aiguo Song, Xianchuan Shi, Suolin Duan
Format: Article
Language:English
Published: SAGE Publishing 2018-11-01
Series:Advances in Mechanical Engineering
Online Access:https://doi.org/10.1177/1687814018811036