Dynamic Pricing and Stabilization of Supply and Demand in Modern Electric Power Grids

Mardavij Roozbehani, M. Dahleh, S. Mitter
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引用次数: 178

Abstract

The paper proposes a mechanism for real-time pricing of electricity in smart power grids, with price stability as the primary concern. In previous publications the authors argued that relaying the real-time wholesale market prices to the end consumers creates a closed loop feedback system which could be unstable or lack robustness, leading to extreme price volatility. In this paper, a mathematical model is developed for characterization of the dynamic evolution of supply, (elastic) demand, and market clearing (locational marginal) prices under real-time pricing. It is assumed that the real-time prices for retail consumers are derived from the Locational Marginal Prices (LMPs) of the wholesale balancing markets. The main contribution of the paper is in presenting an effective stabilizing pricing algorithm and characterization of its effects on system efficiency. Numerical simulations conform with our analysis and show the stabilizing effect of the mechanism and its robustness to disturbances.
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现代电网的动态定价与供需稳定
本文提出了一种以电价稳定为主要关注点的智能电网电价实时定价机制。在之前的出版物中,作者认为将实时批发市场价格传递给最终消费者会创建一个闭环反馈系统,该系统可能不稳定或缺乏鲁棒性,导致极端的价格波动。本文建立了实时定价下供给、(弹性)需求和市场出清(区位边际)价格动态演化的数学模型。假设零售消费者的实时价格来源于批发平衡市场的位置边际价格(LMPs)。本文的主要贡献在于提出了一种有效的稳定定价算法,并描述了其对系统效率的影响。数值模拟结果与分析结果一致,表明了该机构的稳定效果和对扰动的鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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