DocumentCode
3455062
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
fYear
2012
fDate
13-16 Jan. 2012
Firstpage
630
Lastpage
631
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Consumer Electronics (ICCE), 2012 IEEE International Conference on
Conference_Location
Las Vegas, NV
ISSN
2158-3994
Print_ISBN
978-1-4577-0230-3
Type
conf
DOI
10.1109/ICCE.2012.6162005
Filename
6162005
Link To Document