Personalized Federated Learning for Multi-task Fault Diagnosis of Rotating Machinery

Sheng Guo, Zengxiang Li, Hui Liu +2

Intelligent fault diagnosis is essential to safe operation of machinery. However, due to scarce fault samples and data heterogeneity in field machinery, deep learning based diagnos…