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Demand-side management in a smart micro-grid: A distributed approach based on Bayesian game theory

机译:智能微电网中的需求侧管理:基于贝叶斯博弈理论的分布式方法

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In this manuscript a novel strategy for distributed and autonomous demand-side energy management among users of a low-voltage micro-grid is developed. Its derivation is based on: a) modelling the energy consumption scheduling of the shiftable loads that belong to a given user as a noncooperative two-player game of incomplete information, in which the user himself plays against an opponent collecting all the other users of the same micro-grid; b) assuming that each user is endowed with statistical information about his behavior and that of its opponent, so that he can choose actions maximising his expected utility. Numerical results evidence the efficacy of the proposed strategy when employed to manage the charging of electric vehicles in a micro-grid.
机译:在此手稿中,开发了一种在低压微电网用户之间进行分布式和自主需求侧能源管理的新策略。其推导基于:a)将属于给定用户的可移动负荷的能耗调度建模为不完全信息的不合作的两人游戏,其中,用户本人与收集了该用户的所有其他用户的对手对抗。相同的微电网; b)假设每个用户都获得了有关其行为及其对手行为的统计信息,以便他可以选择最大化其预期效用的动作。数值结果证明了该策略在微电网中管理电动汽车充电时的有效性。

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