A Fault Diagnosis Approach of Gear System based on Deep Learning Theory

The FFT-DBN model based on fast Fourier transform and deep belief network, WT-CNN model based on wavelet transform and deep convolutional neural network and HHT-CNN model based on Hilbert Huang transform and deep convolutional neural network are established respectively. Through the integration of t...

Full description

Bibliographic Details
Main Authors: Wenbo Xu, Yafeng Ren, Bing Han
Format: Article
Language:zho
Published: Editorial Office of Journal of Mechanical Transmission 2020-01-01
Series:Jixie chuandong
Subjects:
Online Access:http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2020.08.014