A Game-Theoretic Approach for Optimal Time-of-Use Electricity Pricing

被引:341
作者
Yang, Peng [1 ]
Tang, Gongguo [1 ]
Nehorai, Arye [1 ]
机构
[1] Washington Univ, Dept Elect & Syst Engn, St Louis, MO 63130 USA
基金
美国国家科学基金会;
关键词
Electricity price; game theory; optimization; smart grid; time-of-use; DEMAND-SIDE MANAGEMENT; MODEL;
D O I
10.1109/TPWRS.2012.2207134
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Demand for electricity varies throughout the day, increasing the average cost of power supply. Time-of-use (TOU) pricing has been proposed as a demand-side management (DSM) method to influence user demands. In this paper, we describe a game-theoretic approach to optimize TOU pricing strategies (GT-TOU). We propose models of costs to utility companies arising from user demand fluctuations, and models of user satisfaction with the difference between the nominal demand and the actual consumption. We design utility functions for the company and the users, and obtain a Nash equilibrium using backward induction. In addition to a single-user-type scenario, we also consider a scenario with multiple types of users, each of whom responds differently to time-dependent prices. Numerical examples show that our method is effective in leveling the user demand by setting optimal TOU prices, potentially decreasing costs for the utility companies, and increasing user benefits. An increase in social welfare measure indicates improved market efficiency through TOU pricing.
引用
收藏
页码:884 / 892
页数:9
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