Title :
Disaggregation of home energy display data using probabilistic approach
Author :
Zeifman, Michael ; Roth, Kurt
Author_Institution :
Fraunhofer Center for Sustainable Energy Syst., Cambridge, MA, USA
Abstract :
Home energy displays are emerging home energy management devices. However, their energy savings potential is limited, because most display whole-home electricity consumption data. We propose a new approach to disaggregation electricity consumption by individual appliances and/or end uses that would enhance the effectiveness of home energy displays.
Keywords :
display devices; domestic appliances; power consumption; probability; appliances; disaggregation electricity consumption; energy saving potential; home energy display data; home energy management devices; probabilistic approach; whole-home electricity consumption data; Clocks; Electricity; Home appliances; Monitoring; Surges; TV; Viterbi algorithm;
Conference_Titel :
Consumer Electronics (ICCE), 2012 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4577-0230-3
DOI :
10.1109/ICCE.2012.6162005
