FedNILM: Applying Federated Learning to NILM Applications at the Edge

Yu Zhang, Guoming Tang, Qianyi Huang +3

Non-intrusive load monitoring (NILM) helps disaggregate the household's main electricity consumption to energy usages of individual appliances, thus greatly cutting down the cost i…