Activity Detection and Modeling Using Smart Meter Data: Concept and Case Studies IEEE Power & Energy Society General Meeting, August 2020.

Electricity consumed by residential consumers counts for a significant part of global electricity consumption and utility companies can collect high-resolution load data thanks to the widely deployed advanced metering infrastructure. There has been a growing research interest toward appliance load disaggregation via nonintrusive load monitoring.