Smart Home Energy Efficiency: Application of machine learning on smart meter power data to improve efficient electric energy usage in households

Nonintrusive Load Monitoring (NILM) can be used to disaggregate household energy<br/>usage collected from a central meter to the level of individual appliances, but has so far mostly been applied in controlled, small-scale settings. Further potential such as the application for energy efficiency classification and management have remained...