Game-Based Valley-Fill Charging Coordination for Large-Population Plug-in Electric Vehicles

被引:4
|
作者
Ma, Zhongjing [1 ]
Ran, Long [1 ]
机构
[1] Beijing Inst Technol, Sch Automat, Beijing, Peoples R China
关键词
Plug-in electric vehicles; valley-fill; non-cooperative game; Nash equilibrium; ALGORITHM;
D O I
10.1002/asjc.1054
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Charging coordination of large-population autonomous plug-in electric vehicles (PEVs) in the power grid can be formulated as a class of constrained optimization problems. To overcome the computational complexity, a game-based method is proposed for the charging problems of the PEV population, which is composed of homogeneous subpopulations, such that individuals update their best charging strategies simultaneously with respect to a common electricity price determined by the total demand. To mitigate the oscillation behavior caused by the greedy behavior for the cheap electricity by individuals, a deviation cost is introduced to penalize against the deviation of the individual strategy from the average value of the homogeneous subpopulation. By adopting a proper deviation cost and following a best strategy update mechanism, the game systems may converge to the socially optimal valley-fill Nash equilibrium. Simulation examples are studied to illustrate the results.
引用
收藏
页码:2010 / 2018
页数:9
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