Multiple-Fault Diagnosis Method Based on Multiscale Feature Extraction and MSVM_PPA

Identification of rolling bearing fault patterns, especially for the compound faults, has attracted notable attention and is still a challenge in fault diagnosis. In this paper, a novel method called multiscale feature extraction (MFE) and multiclass support vector machine (MSVM) with particle param...

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Bibliographic Details
Main Authors: Min Zhang, Zhenyu Cai, Wenming Cheng
Format: Article
Language:English
Published: Hindawi Limited 2018-01-01
Series:Shock and Vibration
Online Access:http://dx.doi.org/10.1155/2018/6209371