Robust Detection of Bearing Early Fault Based on Deep Transfer Learning

In recent years, machine learning techniques have been proven to be a promising tool for early fault detection of rolling bearings. In many actual applications, however, bearing whole-life data are not easy to be historically accumulated, while insufficient data may result in training a detection mo...

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Bibliographic Details
Main Authors: Wentao Mao, Di Zhang, Siyu Tian, Jiamei Tang
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/9/2/323