Decentralized Charging Control for Large Populations of Plug-in Electric Vehicles

被引:92
|
作者
Ma, Zhongjing [1 ,2 ]
Callaway, Duncan [3 ]
Hiskens, Ian [4 ]
机构
[1] Univ Michigan, Ctr Sustainable Syst, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
[3] Univ Calif Berkeley, Energy & Resources Grp, Berkeley, CA 94720 USA
[4] Univ Michigan, Dept Comp Sci & Elect Engn, Ann Arbor, MI 48109 USA
关键词
Plug-in electric vehicles (PEVs); Decentralized control; Nash equilibrium; 'Valley-filling' charging strategy; IMPACT;
D O I
10.1109/CDC.2010.5717547
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The paper develops a novel decentralized charging control strategy for large populations of plug-in electric vehicles (PEVs). We consider the situation where PEV agents are rational and weakly coupled via their operation costs. At an established Nash equilibrium, each of the PEV agents reacts optimally with respect to the average charging strategy of all the PEV agents. Each of the average charging strategies can be approximated by an infinite population limit which is the solution of a fixed point problem. The control objective is to minimize electricity generation costs by establishing a PEV charging schedule that fills the overnight demand valley. The paper shows that under certain mild conditions, there exists a unique Nash equilibrium that almost satisfies that goal. Moreover, the paper establishes a sufficient condition under which the system converges to the unique Nash equilibrium. The theoretical results are illustrated through various numerical examples.
引用
收藏
页码:206 / 212
页数:7
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