Fault diagnosis of motor bearing based on deep learning

The effective fault diagnosis of the motor bearings not only can ensure the smooth and efficient operation of equipment but also can detect and eliminate the running fault in time to prevent major accidents. Based on deep learning algorithm, this article constructs a stacked auto-encoder network. Th...

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Bibliographic Details
Main Authors: Yifan Jian, Xianguo Qing, Liang He, Yang Zhao, Xiao Qi, Ming Du
Format: Article
Language:English
Published: SAGE Publishing 2019-09-01
Series:Advances in Mechanical Engineering
Online Access:https://doi.org/10.1177/1687814019875620