Energy Disaggregation

Energy disaggregation algorithm decomposes the total load of the house, read by smart meter, to the household appliances that consumes the energy.

It is essential for disaggregation algorithm, obtains device-based consumption data, which help to increase energy efficiency and energy conservation, to require low computational power to work on any device and constantly.

Using household energy disaggregation, detailed records of the use of household appliances allows us to offer user specific smart home solutions based on; determining which household appliances consume how much energy, determining the household appliances that cause energy inefficiency, and notifying the home appliances plugged in while away from home. In addition, energy disaggregation enables energy literacy, smart grid management, demand-side management and designing energy efficient buildings.