Gearbox Fault Identification and Classification with Convolutional Neural Networks

Gearbox Fault Identification and Classification with Convolutional Neural Networks

Vibration signals of gearbox are sensitive to the existence of the fault. Based on vibration signals, this paper presents an implementation of deep learning algorithm convolutional neural network (CNN) used for fault identification and classification in gearboxes. Different combinations of condition...

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Bibliographic Details
Main Authors:	ZhiQiang Chen, Chuan Li, René-Vinicio Sanchez
Format:	Article
Language:	English
Published:	Wiley 2015-01-01
Series:	Shock and Vibration
Online Access:	http://dx.doi.org/10.1155/2015/390134
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