Title :
Nonintrusive appliance load monitoring: Review and outlook
Author :
Zeifman, Michael ; Roth, Kurt
Author_Institution :
Fraunhofer Center for Sustainable Energy Syst., Cambridge, MA, USA
fDate :
2/1/2011 12:00:00 AM
Abstract :
Consumer systems for home energy management can provide significant energy saving. Such systems may be based on nonintrusive appliance load monitoring (NIALM), in which individual appliance power consumption information is disaggregated from single-point measurements. The disaggregation methods constitute the most important part of NIALM systems. This paper reviews the methodology of consumer systems for NIALM in residential buildings.
Keywords :
domestic appliances; energy management systems; power consumption; appliance power consumption information; consumer systems; disaggregation methods; energy saving; home energy management; nonintrusive appliance load monitoring; residential buildings; single-point measurements; Accuracy; Harmonic analysis; Home appliances; Monitoring; Reactive power; Training; Transient analysis; current waveform; disaggregation algorithm; energy management; signal features;
Journal_Title :
Consumer Electronics, IEEE Transactions on
DOI :
10.1109/TCE.2011.5735484
