Response modeling of small-scale energy consumers for effective demand response applications

Response modeling of small-scale energy consumers for effective demand response applications Highlights•A novel framework for predicting consumer behavior in demand response programs.•Prediction of demand shifting at activity level, in response to changes in pricing.•Models incorporate consumer preferences and comfort through a sensitivity factor.•Evaluated in two real-world pilots: a residential building and a shopping center.•An average error of less than 10% proves the effectiveness of the presented models. http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Electric Power Systems Research Elsevier

Response modeling of small-scale energy consumers for effective demand response applications

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Publisher
Elsevier
Copyright
Copyright © 2015 Elsevier B.V.
ISSN
0378-7796
eISSN
1873-2046
D.O.I.
10.1016/j.epsr.2015.10.026
Publisher site
See Article on Publisher Site

Abstract

Highlights•A novel framework for predicting consumer behavior in demand response programs.•Prediction of demand shifting at activity level, in response to changes in pricing.•Models incorporate consumer preferences and comfort through a sensitivity factor.•Evaluated in two real-world pilots: a residential building and a shopping center.•An average error of less than 10% proves the effectiveness of the presented models.

Journal

Electric Power Systems ResearchElsevier

Published: Mar 1, 2016

References

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