Prioritizing Consumers in Smart Grid: A Game Theoretic Approach

被引:111
|
作者
Tushar, Wayes [1 ]
Zhang, Jian A. [4 ]
Smith, David B. [2 ,3 ]
Poor, H. Vincent [5 ]
Thiebaux, Sylvie [2 ,3 ]
机构
[1] SUTD, Singapore 138682, Singapore
[2] Australian Natl Univ, Coll Engn & Comp Sci, Canberra, ACT 0200, Australia
[3] NICTA, Canberra, ACT 2601, Australia
[4] CSIRO Computat Informat, Marsfield, NSW 2122, Australia
[5] Princeton Univ, Sch Engn & Appl Sci, Princeton, NJ 08544 USA
基金
澳大利亚研究理事会;
关键词
Consumer-centric; energy management; game theory; smart grid; variational equilibrium; variational inequality;
D O I
10.1109/TSG.2013.2293755
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
This paper proposes an energy management technique for a consumer-to-grid system in smart grid. The benefit to consumers is made the primary concern to encourage consumers to participate voluntarily in energy trading with the central power station (CPS) in situations of energy deficiency. A novel system model motivating energy trading under the goal of social optimality is proposed. A single-leader multiple-follower Stackelberg game is then studied to model the interactions between the CPS and a number of energy consumers (ECs), and to find optimal distributed solutions for the optimization problem based on the system model. The CPS is considered as a leader seeking to minimize its total cost of buying energy from the ECs, and the ECs are the followers who decide on how much energy they will sell to the CPS for maximizing their utilities. It is shown that the game, which can be implemented distributedly, possesses a socially optimal solution, in which the sum of the benefits to all consumers is maximized, as the total cost to the CPS is minimized. Numerical analysis confirms the effectiveness of the game.
引用
收藏
页码:1429 / 1438
页数:10
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