DocumentCode :
32024
Title :
Development of physical-based demand response-enabled residential load models
Author :
Shengnan Shao ; Pipattanasomporn, Manisa ; Rahman, Sazid
Author_Institution :
Adv. Res. Inst., Virginia Tech, Arlington, VA, USA
Volume :
28
Issue :
2
fYear :
2013
fDate :
May-13
Firstpage :
607
Lastpage :
614
Abstract :
In order to support the growing interest in demand response (DR) modeling and analysis, there is a need for physical-based residential load models. The objective of this paper is to present the development of such load models at the appliance level. These include conventional controllable loads, i.e., space cooling/space heating, water heater, clothes dryer and electric vehicle. Validation of the appliance-level load models is carried out by comparing the models´ output with the real electricity consumption data for the associated appliances. The appliance-level load models are aggregated to generate load profiles for a distribution circuit, which are validated against the load profiles of an actual distribution circuit. The DR-sensitive load models can be used to study changes in electricity consumption both at the household and the distribution circuit levels, given a set of customer behaviors and/or signals from a utility.
Keywords :
distribution networks; domestic appliances; load management; power consumption; appliance-level load model; clothes dryer; controllable load; customer behavior; demand response analysis; demand response modeling; distribution circuit; electric vehicle; electricity consumption data; physical-based residential load model; space cooling; space heating; water heater; Home appliances; Integrated circuit modeling; Load modeling; Resistance heating; Space cooling; Space heating; Water heating; Appliance-level load model; demand response (DR) and distribution circuit; electric vehicle; physical-based;
fLanguage :
English
Journal_Title :
Power Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
0885-8950
Type :
jour
DOI :
10.1109/TPWRS.2012.2208232
Filename :
6266721
Link To Document :
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