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Efficient coordination of electric vehicle charging using a progressive second price auction

机译:使用渐进式二价拍卖有效地协调电动汽车充电

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An auction-based game is formulated for coordinating the charging of a population of electric vehicles (EVs) over a finite horizon. The proposed auction requires individual EVs to submit bid profiles that have dimension equal to two times the number of time-steps in the horizon. They compete for energy allocation at each time-step. Use of the progressive second price (PSP) auction mechanism ensures that incentive compatibility holds for the auction game. However, due to cross-elasticity between the charging time-steps, the marginal valuation of an individual EV at a particular time is determined by both the demand at that time and the total demand over the entire horizon. This difficulty is addressed by partitioning the allowable set of bid profiles according to the total desired energy over the entire horizon. It is shown that the efficient bid profile over the charging horizon is a Nash equilibrium of the underlying auction game. A dynamic update mechanism for the auction game is designed. A numerical example demonstrates that the auction system converges to the efficient Nash equilibrium.
机译:制定了基于拍卖的游戏,以协调有限范围内的电动汽车(EV)充电。拟议的拍卖要求各个电动汽车提交的投标档案的尺寸等于地平线上时间步数的两倍。他们在每个时间步均争夺能源分配。使用渐进式第二价格(PSP)拍卖机制可确保拍卖游戏具有激励兼容性。但是,由于充电时间步长之间的交叉弹性,单个电动汽车在特定时间的边际估值由当时的需求量和整个范围内的总需求量决定。通过根据整个范围内的总期望能量来划分可允许的一组投标配置文件,可以解决此难题。结果表明,收费范围内的有效出价配置文件是基础拍卖博弈的纳什均衡。设计了拍卖游戏的动态更新机制。数值例子表明拍卖系统收敛于有效的纳什均衡。

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