An Intelligent Gear Fault Diagnosis Methodology Using a Complex Wavelet Enhanced Convolutional Neural Network

As a typical example of large and complex mechanical systems, rotating machinery is prone to diversified sorts of mechanical faults. Among these faults, one of the prominent causes of malfunction is generated in gear transmission chains. Although they can be collected via vibration signals, the faul...

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Bibliographic Details
Main Authors: Weifang Sun, Bin Yao, Nianyin Zeng, Binqiang Chen, Yuchao He, Xincheng Cao, Wangpeng He
Format: Article
Language:English
Published: MDPI AG 2017-07-01
Series:Materials
Subjects:
Online Access:https://www.mdpi.com/1996-1944/10/7/790