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Value of demand response in the smart grid

机译:智能电网需求响应的价值

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In this paper, we raise the question: What is the value that demand response management (DRM) can bring to generation companies and consumers in the smart grid? The question is fundamental for understanding the efficiency and impact of DRM on the future power grid. To answer this question, we first establish a Stackelberg game framework that captures the hierarchical communication architecture of the energy system, and the rational behaviors of the consumers and the market operator. We define the value of demand response based on the Stackelberg equilibrium (SE) solution to the hierarchical two-person game problem, and the standard optimal solution to economic dispatch problem. In order to compute the equilibrium solution, we show that a consistency principle can be used to characterize the SE of the game in which the follower responds to the dual variable of the leader's problem. We use logarithmic utility functions to illustrate the solution concept and show that in some cases, DRM provides conflicting values to the gencos and consumers.
机译:在本文中,我们提出了问题:需求响应管理(DRM)可以为智能电网带来公司和消费者的价值是多少?问题是了解DRM对未来电网的效率和影响的基础。为了回答这个问题,我们首先建立一个Stackelberg游戏框架,捕获能量系统的分层通信架构,以及消费者和市场运营商的合理行为。我们将基于Stackelberg均衡(SE)解决方案对分层双人游戏问题的需求响应的价值,以及对经济派遣问题的标准最优解决方案。为了计算均衡解决方案,我们表明,可以使用一致性原理来表征游戏的SE,其中追随者响应领导者问题的双重变量。我们使用对数实用程序函数来说明解决方案概念并显示在某些情况下,DRM为Gencos和消费者提供冲突的值。

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