Development of Deep Convolutional Neural Network with Adaptive Batch Normalization Algorithm for Bearing Fault Diagnosis

It is crucial to carry out the fault diagnosis of rotating machinery by extracting the features that contain fault information. Many previous works using a deep convolutional neural network (CNN) have achieved excellent performance in finding fault information from feature extraction of detected sig...

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Bibliographic Details
Published in:Shock and vibration Vol. 2020; no. 2020; pp. 1 - 10
Main Authors: Fu, Chao, Lin, Hsiung-Cheng, Lv, Qing
Format: Journal Article
Language:English
Published: Cairo, Egypt Hindawi Publishing Corporation 2020
Hindawi
John Wiley & Sons, Inc
Wiley
Subjects:
ISSN:1070-9622, 1875-9203
Online Access:Get full text
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