Personalized Federated Transfer Learning for Cycle-Life Prediction of Lithium-Ion Batteries in Heterogeneous Clients With Data Privacy Protection

CG Huang, H Li, W Peng, LC Tang… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
Health prognostics within the Internet-of-Things (IoT) paradigm face several challenges,
including data privacy, client drift, and prediction accuracy. Federated learning (FL), as an …