Value of demand response in the smart grid

Quanyan Zhu, P. Sauer, T. Başar
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引用次数: 28

Abstract

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.
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需求响应在智能电网中的价值
在本文中,我们提出了一个问题:在智能电网中,需求响应管理(DRM)能为发电公司和消费者带来什么价值?这个问题对于理解DRM对未来电网的效率和影响至关重要。为了回答这个问题,我们首先建立了一个Stackelberg博弈框架,该框架捕捉了能源系统的分层通信架构,以及消费者和市场运营商的理性行为。基于分层二人博弈问题的Stackelberg均衡解和经济调度问题的标准最优解,定义了需求响应的值。为了计算均衡解,我们证明了一致性原理可以用来表征追随者对领导者问题的对偶变量响应的博弈的SE。我们使用对数效用函数来说明解决方案概念,并说明在某些情况下,DRM为发电商和消费者提供了相互冲突的值。
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