1.1k citations · 2.6k across the 8 of their papers we have counts for
Showing 2014Show all
3 papers · 1 filter
stat.AP2014★ 500 cited
NILMTK: An Open Source Toolkit for Non-intrusive Load Monitoring
Nipun Batra, Jack Kelly, Oliver Parson +5
Non-intrusive load monitoring, or energy disaggregation, aims to separate household energy consumption data collected from a single point of measurement into appliance-level consum…
cs.OH2014★ 1.1k cited
The UK-DALE dataset, domestic appliance-level electricity demand and whole-house demand from five UK homes
Jack Kelly, William Knottenbelt
Many countries are rolling out smart electricity meters. These measure a home's total power demand. However, research into consumer behaviour suggests that consumers are best able…
cs.DB2014★ 32 cited
Metadata for Energy Disaggregation
Jack Kelly, William Knottenbelt
Energy disaggregation is the process of estimating the energy consumed by individual electrical appliances given only a time series of the whole-home power demand. Energy disaggreg…