Analysis of the behavior of electric vehicle charging stations with renewable generations

Woongsup Lee, Lin Xiang, R. Schober, V. Wong
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引用次数: 15

Abstract

In this paper, we study the competitive interactions between electric vehicle charging stations (EVCSs) with renewable electricity generation facilities (REGFs). As electric vehicles (EVs) become more popular, there will be a competition between neighboring EVCSs to attract more EVs. Therefore, an EVCS is likely to set its electricity price by taking into account the competition with neighboring EVCSs, such that its revenue is maximized. We model the competitive interactions between EVCSs by using game theory. In this paper, we show that the game played by EVCSs is a supermodular game and there exists a unique pure Nash equilibrium for best response algorithms with arbitrary initial policy. Simulation results confirm the convergence of the game between EVCSs. The results also verify that it is beneficial for both EVs and EVCSs to have REGFs and all EVCSs will have REGFs in the long run.
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具有可再生代的电动汽车充电站行为分析
本文研究了电动汽车充电站与可再生能源发电设施之间的竞争互动。随着电动汽车(ev)越来越受欢迎,邻近的evcs之间将会展开竞争,以吸引更多的电动汽车。因此,EVCS可能会考虑与邻近EVCS的竞争来制定电价,从而使其收益最大化。本文运用博弈论对evcs之间的竞争相互作用进行了建模。本文证明了evcs的博弈是一个超模博弈,并且对于具有任意初始策略的最佳响应算法存在唯一的纯纳什均衡。仿真结果证实了evcs之间博弈的收敛性。研究结果还证实,拥有regf对电动汽车和evcs都是有益的,从长远来看,所有evcs都将拥有regf。
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