A discriminator-free adversarial network for bearing fault diagnosis under unseen operating conditions

2025/06/10 by Junjie Yu, Yonghua Jiang, Wenjie Wang +6
Engineering · #Fault Detection and Control Systems #Gear and Bearing Dynamics Analysis #Machine Fault Diagnosis Techniques

paper · doi:10.1016/j.apacoust.2025.110877

openalex publication_date 2025/06/10 · crossref created 2025/06/10 · openalex created_date 2025/10/10 · crossref deposited 2025/11/02 · crossref issued 2025/12/01 · crossref published 2025/12/01 · crossref published-print 2025/12/01 · crossref indexed 2026/07/31 · openalex updated_date 2026/08/01

Citations

• Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels
• Double-level adversarial domain adaptation network for intelligent fault diagnosis
• Deep imbalanced domain adaptation for transfer learning fault diagnosis of bearings under multiple working conditions
• Domain augmentation generalization network for real-time fault diagnosis under unseen working conditions