DocumentCode :
70883
Title :
Hierarchical Coordinated Control of Plug-in Electric Vehicles Charging in Multifamily Dwellings
Author :
Wei Qi ; Zhiwei Xu ; Shen, Zuo-Jun Max ; Zechun Hu ; Yonghua Song
Author_Institution :
Dept. of Ind. Eng. & Oper. Res., Univ. of California, Berkeley, Berkeley, CA, USA
Volume :
5
Issue :
3
fYear :
2014
fDate :
May-14
Firstpage :
1465
Lastpage :
1474
Abstract :
This paper presents a hierarchical optimal control framework to coordinate the charging of plug-in electric vehicles in multifamily dwellings. A particular scenario is considered where distributed urban residential communities access electric power supplies through a common primary distribution transformer. We first formulate a centralized finite-horizon control problem. The proposed multistage mixed-integer program seeks to maximize the total utility of the charging service provider while satisfying customers´ charge demands and transformer capacity constraints. By exploiting the structure of the centralized model, we decompose the centralized problem with respect to each parking deck based on the Lagrangian relaxation method and design an effective heuristic method to find feasible solutions to speed up convergence. Case studies on operations of five parking decks following different charging strategies are carried out. Simulation results demonstrate that the proposed distributed hierarchical charging strategy outperforms the centralized charging strategy from the perspective of computational requirements. System reliability and customer privacy protection are also discussed.
Keywords :
centralised control; electric vehicles; heuristic programming; hierarchical systems; integer programming; optimal control; power transformers; Lagrangian relaxation method; centralized finite-horizon control problem; charging service provider; common primary distribution transformer; customer charge demands; customer privacy protection; distributed hierarchical charging strategy; distributed urban residential communities; effective heuristic method; electric power supplies; hierarchical coordinated control; hierarchical optimal control framework; multifamily dwellings; multistage mixed-integer programming; parking decks; plug-in electric vehicle charging strategy; system reliability; transformer capacity constraints; Control systems; Electric vehicles; Electricity; Heuristic algorithms; Optimization; Planning; System-on-chip; Charging coordination; Lagrangian relaxation; distributed control; plug-in electric vehicles (PEVs);
fLanguage :
English
Journal_Title :
Smart Grid, IEEE Transactions on
Publisher :
ieee
ISSN :
1949-3053
Type :
jour
DOI :
10.1109/TSG.2014.2308217
Filename :
6785970
Link To Document :
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