Open access
Jul 2026
Statistical Manifold Generation-Driven Equipment Collaborative Personalized Fault Diagnosis
The proposed federated generalization fault diagnosis method significantly enhances the cross-domain generalization capability of local models with minimal communication overhead, providing an efficient and robust collaborative intelligent diagnosis solution for resource-constrained IIoT edge devices.
Kaiwei Liu, Yao-Wei Shi
· Italian National Conference... · 0 citations