Multitask Convolutional Neural Network for Rolling Element Bearing Fault Identification

As one of the most vital parts of rotating equipment, it is an essential work to diagnose rolling bearing failure. The traditional signal processing-based rolling bearing fault diagnosis algorithms rely on artificial feature extraction and expert knowledge. The working condition of rolling bearings...

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Bibliographic Details
Main Authors: Mingxing Jia, Yuemei Xu, Maoyi Hong, Xiyu Hu
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:Shock and Vibration
Online Access:http://dx.doi.org/10.1155/2020/1971945