Dependable Demand Response Management in the Smart Grid: A Stackelberg Game Approach

被引:612
作者
Maharjan, Sabita [1 ]
Zhu, Quanyan [2 ,3 ]
Zhang, Yan [1 ]
Gjessing, Stein [1 ]
Basar, Tamer [2 ,3 ]
机构
[1] Univ Oslo, Dept Informat, N-0316 Oslo, Norway
[2] Univ Illinois, Coordinated Sci Lab, Urbana, IL 61801 USA
[3] Univ Illinois, Dept Elect & Comp Engn, Urbana, IL 61801 USA
关键词
Demand response management; dependability; reliability; reserve power; security; smart grid; Stackelberg game; MARKETS; PRICES;
D O I
10.1109/TSG.2012.2223766
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 Response Management (DRM) is a key component in the smart grid to effectively reduce power generation costs and user bills. However, it has been an open issue to address the DRM problem in a network of multiple utility companies and consumers where every entity is concerned about maximizing its own benefit. In this paper, we propose a Stackelberg game between utility companies and end-users to maximize the revenue of each utility company and the payoff of each user. We derive analytical results for the Stackelberg equilibrium of the game and prove that a unique solution exists. We develop a distributed algorithm which converges to the equilibrium with only local information available for both utility companies and end-users. Though DRM helps to facilitate the reliability of power supply, the smart grid can be succeptible to privacy and security issues because of communication links between the utility companies and the consumers. We study the impact of an attacker who can manipulate the price information from the utility companies. We also propose a scheme based on the concept of shared reserve power to improve the grid reliability and ensure its dependability.
引用
收藏
页码:120 / 132
页数:13
相关论文
共 25 条
[1]  
[Anonymous], P WORKSH FDN DEP SEC
[2]  
Basar T, 2002, IEEE INFOCOM SER, P294, DOI 10.1109/INFCOM.2002.1019271
[3]  
Basar T., 1999, SIAM Series in Classics in Applied Mathematics
[4]   Specification-based Intrusion Detection for Advanced Metering Infrastructures [J].
Berthier, Robin ;
Sanders, William H. .
2011 IEEE 17TH PACIFIC RIM INTERNATIONAL SYMPOSIUM ON DEPENDABLE COMPUTING (PRDC), 2011, :184-193
[5]  
Bu S., P IEEE INT C COMP CO
[6]   Linear conditions for positive determinants [J].
Carnicer, JM ;
Goodman, TNT ;
Peña, JM .
LINEAR ALGEBRA AND ITS APPLICATIONS, 1999, 292 (1-3) :39-59
[7]  
Caron S, 2010, INT CONF SMART GRID, P391, DOI 10.1109/SMARTGRID.2010.5622073
[8]   Real-Time Demand Response Model [J].
Conejo, Antonio J. ;
Morales, Juan M. ;
Baringo, Luis .
IEEE TRANSACTIONS ON SMART GRID, 2010, 1 (03) :236-242
[9]  
Fan Z., 2011, P IEEE INT S INT NET
[10]   The Path of the Smart Grid [J].
Farhangi, Hassan .
IEEE POWER & ENERGY MAGAZINE, 2010, 8 (01) :18-28