A New Generative Neural Network for Bearing Fault Diagnosis with Imbalanced Data

Intelligent bearing fault diagnosis has received much research attention in the field of rotary machinery systems where miscellaneous deep learning methods are generally applied. Among these methods, convolution neural network is particularly powerful because of its ability to learn fruitful feature...

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Bibliographic Details
Main Authors: Wei You, Changqing Shen, Liang Chen, Hongbo Que, Weiguo Huang, Zhongkui Zhu
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:Shock and Vibration
Online Access:http://dx.doi.org/10.1155/2020/8869648