A Muti-stage Selection Filter Based on Wavelet Packet and 2DCNN for Fault Diagnosis of Rotating Machinery

Author:

He Wenbin1,Mao Jianxu1,Liu Li2,Li Zhe1,Yang Miao3,Wang Yaonan1

Affiliation:

1. College of Electrical and Information Engineering, Hunan University,Changsha,China,410082

2. National Engineering Research Center of Robot Visual Perception and Control Technology, Hunan University,Changsha,China,410082

3. State Grid Hunan Electric Power Company Limited Research Institute,Changsha,China,410007

Funder

National Key Research & Development Program of China

Natural Science Foundation of China

Publisher

IEEE

Reference22 articles.

1. Light neural network with fewer parameters based on CNN for fault diagnosis of rotating machinery

2. Shock detection of rotating machinery based on activated time-domain images and deep learning: An application to railway wheel flat detection

3. Fault Diagnosis of Rolling Bearing based on VMD Feature Energy Reconstruction and ADE-ELM

4. Noise-robust machinery fault diagnosis based on self-attention mechanism in wavelet domain;tian;Measurement,2022

5. Enhanced Discriminate Feature Learning Deep Residual CNN for Multi-task Bearing Fault Diagnosis with Information Fusion;niu;IEEE Trans on Industrial Informatics,2022

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