Open access
Aug 2026
A Federated Learning and Knowledge Distillation-Based Load Identification Algorithm Under Heterogeneous Model Condition
The proposed algorithm only transmits soft labels and classification parameters, which can ensure user privacy and reduce communication traffic, and improves the load identification performance under the WHITED and PLAID dataset conditions, compared with some existing methods.
Yan Shi, Lu-Xi Zhang, Rui Zhang et al.
· Applied Sciences · 0 citations