Gearbox Fault Diagnosis based on Time-frequency Combination Feature Extraction and Manifold Learning of MS-LTSA

Gearbox Fault Diagnosis based on Time-frequency Combination Feature Extraction and Manifold Learning of MS-LTSA

A fault diagnosis method of gearbox based on time frequency union （TFC） feature extraction and manifold learning of improved supervised local tangent space arrangement （MS-LTSA） is presented. Firstly，a feature extraction method combining time domain，frequency domain and HHT time-frequency domain is...

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Bibliographic Details
Main Authors: Lingjun Xiao, Lü Yong, Rui Yuan
Format: Article
Language:zho
Published: Editorial Office of Journal of Mechanical Transmission 2022-03-01
Series:Jixie chuandong
Subjects:
Gearbox
Feature extraction
Manifold learning
Fault diagnosis
Online Access:http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2022.03.022
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