DocumentCode :
7256
Title :
Joint Optimization of Electric Vehicle and Home Energy Scheduling Considering User Comfort Preference
Author :
Nguyen, Duy T. ; Long Bao Le
Author_Institution :
Inst. Nat. de la Rech. Sci.-Energie, Mater. et Telecommun. (INRS-EMT), Univ. du Quebec, Montréal, QC, Canada
Volume :
5
Issue :
1
fYear :
2014
fDate :
Jan. 2014
Firstpage :
188
Lastpage :
199
Abstract :
In this paper, we investigate the joint optimization of electric vehicle (EV) and home energy scheduling. Our objective is to minimize the total electricity cost while considering user comfort preference. We take both household occupancy and EV travel patterns into account. The novel contributions of this paper lie in the exploitation of EVs as dynamic storage facility as well as detailed modeling of user comfort preference, thermal dynamics, EV travel, and customer occupancy patterns in a concrete optimization framework. Extensive numerical results are presented to illustrate the efficacy of the proposed design. Specifically, we show that the proposed design can achieve significant saving in electricity cost, allow more flexibility in setting the tradeoff between cost and user comfort, and enable to reduce energy demand during peak hours. We also demonstrate the benefits of applying the proposed framework to a residential community compared to optimization of individual household separately.
Keywords :
HVAC; building management systems; cost reduction; demand side management; electric vehicles; energy management systems; optimisation; scheduling; EV travel patterns; HVAC; customer occupancy patterns; dynamic storage facility; electric vehicle; electricity cost minimization; energy demand reduction; home energy scheduling; household occupancy; joint optimization; residential community; thermal dynamics; user comfort preference; Buildings; Electricity; Heating; Mathematical model; Optimization; Power generation; Vehicle dynamics; Electric vehicle; HVAC system; aggregator; cost minimization; day-ahead electricity price; energy management system; occupancy pattern; travel pattern; user comfort;
fLanguage :
English
Journal_Title :
Smart Grid, IEEE Transactions on
Publisher :
ieee
ISSN :
1949-3053
Type :
jour
DOI :
10.1109/TSG.2013.2274521
Filename :
6596523
Link To Document :
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