Fault diagnosis on the bearing of traction motor in high-speed trains based on deep learning

The bearing health in the traction motor is the prerequisite and guarantee for the safe operation of high-speed trains. The vibration signals of the bearing in traction motor feature high nonlinearity, non-stationarity, and background noise. Therefore, the features of the vibration signals are diver...

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Bibliographic Details
Main Authors: Yingyong Zou, Yongde Zhang, Hancheng Mao
Format: Article
Language:English
Published: Elsevier 2021-02-01
Series:Alexandria Engineering Journal
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016820305573