Abstract
Electricity demand has been constantly increasing, mainly in the last decade, as well as the solutions for the efficient use of electrical energy. Therefore, it is of great interest to the scientific community and energy sector the development of Nonintrusive Load Monitoring methodologies. In this sense, some NILM methodologies can be characterized as an optimization problem, being this t…