智能电网中的需求侧管理:一个Stackelberg多周期多供应商博弈

Hala Alsalloum, A. Masri, L. Merghem, Rana Rahim
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引用次数: 10

摘要

在智能电网背景下,随着能源需求的增长,需求侧管理(DSM)是平衡电力消耗和发电的一个很好的解决方案。它的主要目标是满足两个基本参与者:供应商和消费者,以提高智能电网的可靠性和效率。随着可再生能源的整合,供应商数量的增加,给负荷控制带来了许多挑战。本文提出了一种基于Stackelberg博弈的实时定价算法。利用双向通信基础设施,确定消费者的能源消耗和供应商的价格,从而使消费者的账单最小化,供应商的利润最大化;这两个概念现在成为一个工作组合。在这个博弈中,不同的活跃消费者(即产消者)与不同的能源供应商进行谈判。通过大量的仿真验证了算法的性能。与文献相比,价格/需求交易之间的一致性用两种情景来显示。
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Demand Side Management in Smart Grids: A Stackelberg Multi Period Multi Provider Game
In the smart grid context, with the growth of the energy demand, Demand Side Management (DSM) is a good solution to balance the power consumption and the power generation. Its main goal is to satisfy the two essential actors: the providers and the consumers, in order to improve the reliability and the efficiency of the smart grid. With the integration of renewable energies, the number of providers increases leading to introducing many challenges in the load control. In this paper, we propose a novel real time pricing algorithm based on Stackelberg game. It defines the consumers' energy consumption and the providers' price by taking advantages of the bidirectional communication infrastructure in such way to minimize the consumers' bills and maximize the providers' profit; these two concepts become nowadays a portfolio to work on. In this game, different active consumers (i.e. prosumers) negotiate with different energy providers. The performance of our algorithm is proved through extensive simulations. The coherence between the prices/demands deal is shown with two scenarios compared to the literature.
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