Improving Non-Intrusive Load Disaggregation through an Attention-Based Deep Neural Network

Veronica Piccialli, Antonio M. Sudoso

Energy disaggregation, known in the literature as Non-Intrusive Load Monitoring (NILM), is the task of inferring the power demand of the individual appliances given the aggregate p…