Litcius/Paper detail

A federated transfer learning method with low-quality knowledge filtering and dynamic model aggregation for rolling bearing fault diagnosis

Ran Wang, Fucheng Yan, Liang Yu, Changqing Shen, Xiong Hu, Jin Chen

2023Mechanical Systems and Signal Processing58 citationsDOI

Topics & Concepts

Computer scienceDynamic dataFilter (signal processing)Data miningTransfer of learningDomain knowledgeMetric (unit)Fault (geology)Data qualityMachine learningArtificial intelligenceEngineeringDatabaseComputer visionGeologyOperations managementSeismologyImbalanced Data Classification TechniquesInfrastructure Maintenance and MonitoringMachine Fault Diagnosis Techniques
A federated transfer learning method with low-quality knowledge filtering and dynamic model aggregation for rolling bearing fault diagnosis | Litcius