Using Deep Learning and Knowledge Transfer to Disaggregate Energy Consumption

NILM or Non-Intrusive Load Monitoring is the task of disag-gregating the energy consumed by a building in the energy con-sumed by its constituent appliances. With the increase in energy demand, governments started searching for solutions to reduce energy wastage on the demand side, and the deployment of smart meters was one of them. Their purpose was to give users information about the aggregated ...