A Small Sample Focused Intelligent Fault Diagnosis Scheme of Machines via Multimodules Learning With Gradient Penalized Generative Adversarial Networks

Zhang, TC; Chen, JL; Li, FD; Pan, TY; He, SL

Chen, JL (corresponding author), Xi An Jiao Tong Univ, State Key Lab Mfg Syst Engn, Xian 710049, Peoples R China.; He, SL (corresponding author), Guilin Univ Elect Technol, Sch Mech & Elect Engn, Guilin 541004, Peoples R China.

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021; 68 (10): 10130

Abstract

Intelligent fault diagnosis of machines has long been a research hotspot and has achieved fruitful results. However, intelligent fault diagnosis is a ......

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