Energy Disaggregation & Appliance Identification in a Smart Home: Transfer Learning enables Edge Computing

no code implementations • 8 Jan 2023 • M. Hashim Shahab, Hasan Mujtaba Buttar, Ahsan Mehmood, Waqas Aman, M. Mahboob Ur Rahman, M. Wasim Nawaz, Haris Pervaiz, Qammer H. Abbasi

Non-intrusive load monitoring (NILM) or energy disaggregation aims to extract the load profiles of individual consumer electronic appliances, given an aggregate load profile of the mains of a smart home.

Edge-computing Non-Intrusive Load Monitoring +1