Open access
Jul 2026
Regime-Aware Federated Aggregation (RAFA) for privacy-preserving energy load forecasting across heterogeneous European grid clients
RAFA (Regime-Aware Federated Aggregation), a novel FL framework that explicitly detects and adapts to distribution shifts in client model updates without accessing raw client data, provides a lightweight, privacy-preserving extension of standard federated aggregation that is robust to regime shifts in energy systems.
Mahmoud Abbasi, Alfonso González Briones, Alesandro Gómez Villar et al.
· Open Research Europe · 0 citations