Deep imbalanced domain adaptation for transfer learning fault diagnosis of bearings under multiple working conditions

2022/10/12 by Yifei Ding, Minping Jia, Jichao Zhuang +3 · 2 citations
Computer Science · Engineering · Health Professions · #Imbalanced Data Classification Techniques #Machine Fault Diagnosis Techniques #Occupational Health and Safety Research

paper · doi:10.1016/j.ress.2022.108890

openalex publication_date 2022/10/12 · openalex created_date 2025/10/10 · openalex updated_date 2026/08/01

Citations

• A Survey on Transfer Learning
• A transfer convolutional neural network for fault diagnosis based on ResNet-50
• Machine learning for reliability engineering and safety applications: Review of current status and future opportunities
• Intelligent fault diagnosis of machinery using digital twin-assisted deep transfer learning

Cited by

• Intelligent fault diagnosis of bevel gearboxes using semi-supervised probability support matrix machine and infrared imaging
• A discriminator-free adversarial network for bearing fault diagnosis under unseen operating conditions