A Multi-concurrent Fault Diagnosis Scheme for the Parallel Shaft Gearbox Based on Resnet Neural Network and Image Recognition Approach
Author:
Affiliation:
1. College of Engineering, Peking University,State Key Lab for Turbulence and Complex Systems,Department of Mechanics and Engineering Science,Beijing,P.R. China,100871
Funder
National Natural Science Foundation of China
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9727224/9727236/09728236.pdf?arnumber=9728236
Reference20 articles.
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3. A Fast Intuitionistic Fuzzy Support Vector Machine Algorithm and Its Application in Wind Turbine Gearboxes Fault Diagnosis
4. Study on gearbox fault diagnosis based on multifractal and svm;zhu;Journal of Mechanical Transmission,2012
5. Comparison between adaptive neuro-fuzzy inference system and general regression neural networks for gearbox fault detection using motor operating parameters;baqqar;Computing & Engineering Researchers Conference,2013
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1. Intelligent Diagnosis Method for Typical Co-frequency Vibration Faults of Rotating Machinery Based on SAE and Ensembled ResNet-SVM;Chinese Journal of Mechanical Engineering;2024-07-15
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