Adaptive Multi-Channel Residual Shrinkage Networks for the Diagnosis of Multi-Fault Gearbox

Adaptive Multi-Channel Residual Shrinkage Networks for the Diagnosis of Multi-Fault Gearbox

Intelligent fault diagnosis is a hot research topic in machinery and equipment health monitoring. However, most intelligent fault diagnosis models have good performance in single fault mode, but poor performance in multiple fault modes. In real industrial scenarios, the interference of noise also ma...

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Bibliographic Details
Main Authors: Wenxian Chen, Kuangchi Sun, Xinxin Li, Yanan Xiao, Jiangshu Xiang, Hanling Mao
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Applied Sciences
Subjects:
deep learning
multi-fault
fault diagnosis
residual network
adaptive weights
gearbox
Online Access:https://www.mdpi.com/2076-3417/13/3/1714

Internet

https://www.mdpi.com/2076-3417/13/3/1714

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