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Stackelberg game based energy and reserve management for a fast electric vehicle charging station

机译:基于Stackelberg游戏的快速电动汽车充电站的能源和储备管理

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The problem of energy and reserve exchange between electric vehicles (EVs) and fast charging station (FCS) is studied using a Stackelberg game. In this game, the FCS operator, who acts as a leader, needs to set its energy and reserve prices to optimize its revenue while ensuring EV users' charging demand. On the other hand, EV users, who act as the followers, needs to decide their charging and reserve strategies to optimize a tradeoff between the benefit from battery charging and reserves provision. It is shown that the proposed game possesses a social optimal Stackelberg equilibrium, in which the FCS operator optimizes its prices and the EV users choose their equilibrium strategies. A mathematical programming with equilibrium constraints (MPEC) reformulation of the game is proposed and can be solved efficiently by commercial software packages. The reformulation enables the FCS operator and EV users to reach the equilibrium and is assessed by extensive simulations.
机译:使用Stackelberg游戏研究电动汽车(EV)与快速充电站(FCS)之间的能量和储备交换问题。在此游戏中,FCS运营商(充当领导者)需要设定能量并通过定价来优化收入,同时确保EV用户的充电需求。另一方面,作为追随者的电动汽车用户需要确定其充电和备用策略,以优化电池充电收益与备用电量之间的权衡。结果表明,所提出的博弈具有社会最优的斯塔克尔伯格均衡,其中FCS运营商优化其价格,而EV用户选择其均衡策略。提出了一种具有均衡约束(MPEC)的游戏数学程序,可以通过商业软件包有效地解决。重新制定的配方使FCS运营商和EV用户能够达到平衡,并通过广泛的仿真进行评估。

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