A flexible distributed framework for realising electric and plug-in hybrid vehicle charging policies

被引:82
作者
Stuedli, S. [2 ]
Crisostomi, E. [1 ]
Middleton, R. [3 ]
Shorten, R. [2 ]
机构
[1] Univ Pisa, Dept Energy & Syst Engn, Pisa, Italy
[2] Natl Univ Ireland, Hamilton Inst, Maynooth, Kildare, Ireland
[3] Univ Newcastle, Ctr Complex Dynam Syst & Control, Callaghan, NSW 2308, Australia
关键词
electric vehicles; distributed algorithms; AIMD; ALGORITHMS; DEMAND;
D O I
10.1080/00207179.2012.679970
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Motivated by the problems of charging a number of electric vehicles via limited capacity infrastructure, this article considers the problem of individual load adjustment under a total capacity constraint. For reasons of scalability and simplified communications, distributed solutions to this problem are sought. Borrowing from communication networks (AIMD algorithms) and distributed convex optimisation, we describe a number of distributed algorithms for achieving relative average fairness whilst maximising utilisation. We present analysis and simulation results to show the performance of these algorithms. In the scenarios examined, the algorithm's performance is typically within 5% of that achievable in the ideal centralised case, but with greatly enhanced scalability and reduced communication requirements.
引用
收藏
页码:1130 / 1145
页数:16
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