Confidence-Aware Federated Learning for Smart Load Characterization in Cyber-Physical DER Systems
The integration of smart meters into residential environments has allowed smooth collection of electricity consumption data, which is critical for demand response and coordinated operation in cyber-physical distributed energy resource systems. However, existing centralized methods of consumer characteristic identificat...