Fault Diagnosis of the Traction System Based on Wavelet Analysis and Deep Belief Network

A novel fault diagnosis method based on wavelet analysis and deep belief network was proposed to locate faults of traction system accurately. Locomotive traction system data was collected and preprocessed, including those under normal and failure mode. Then, a wavelet analysis technology was applied...

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Bibliographic Details
Main Authors: TANG Lizhe, LI Shan, ZHAN Yanhao, JIANG Ping
Format: Article
Language:zho
Published: Editorial Office of Control and Information Technology 2019-01-01
Series:Kongzhi Yu Xinxi Jishu
Subjects:
Online Access:http://ctet.csrzic.com/thesisDetails#10.13889/j.issn.2096-5427.2019.05.400
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