Intelligent diagnosis method for machine faults based on federated transfer learning

Keyphrases

• Machine Fault 100%
• Intelligent Diagnosis 100%
• Federated Transfer Learning 100%
• Source Domain 100%
• Target Domain 100%
• Data Distribution 75%
• Fault Type 75%
• Fault Data 75%
• Transfer Learning 75%
• Data Privacy 75%
• Federated Learning 75%
• Fault Diagnosis Model 75%
• Feature Distribution 75%
• Similar Features 50%
• Local Model 50%
• Cross-domain Fault Diagnosis 50%
• Planetary Gearbox 25%
• Transmission System 25%
• Model-based Diagnosis 25%
• Data Sharing 25%
• Global Model 25%
• Deep Convolutional Neural Network (deep CNN) 25%
• Intelligent Fault Diagnosis 25%
• Deep Transfer Learning 25%
• Distribution Difference 25%
• Alignment Loss 25%

Computer Science

• Transfer Learning 100%
• Fault Diagnosis 66%
• Data Privacy 50%
• Data Distribution 50%
• Federated machine learning 50%
• Deep Learning Method 16%
• Transmission System 16%
• Data Sharing 16%
• Convolutional Neural Network 16%
• Intelligent Fault Diagnosis 16%

Biochemistry, Genetics and Molecular Biology

• Transfer of Learning 100%
• Federated machine learning 50%