DocumentCode :
110918
Title :
A Game Theoretic Model for Smart Grids Demand Management
Author :
Belhaiza, Slim ; Baroudi, Uthman
Author_Institution :
Dept. of Math. & Stat., Mediterranean Sch. of Bus. & Mediterranean Inst. of Technol., Tunis, Tunisia
Volume :
6
Issue :
3
fYear :
2015
fDate :
May-15
Firstpage :
1386
Lastpage :
1393
Abstract :
Demand-side management (DSM) plays a key role in the future of smart grids. Recently, DSM researchers have developed various mathematical models to optimize the demand response. Most of these works ignore the channel impairments´ impact on the optimization process. In this paper, we propose a new noncooperative game theoretic model for the management of smart grid´s demand considering the packet error rate in our formulation. We set the Nash equilibrium conditions for the proposed model. Under an assumption on the form of the utility functions, we develop a 0-1 mixed linear programming approach to compute nondominated extreme Nash equilibria. Results on a numerical example are provided and some useful insights are presented. Under some assumptions and a fully proven proposition, a feasible nondominated Nash equilibrium solution is found. Finally, we report and comment on computational experiments on randomly generated smart grid DSM game instances with different characteristics.
Keywords :
demand side management; game theory; linear programming; smart power grids; 0-1 mixed linear programming approach; Nash equilibrium; demand-side management; game theoretic model; optimization process; smart grids demand management; Games; Linear programming; Mathematical model; Nash equilibrium; Smart grids; Smart meters; Vectors; Advanced metering infrastructure (AMI); Nash equilibrium; demand-side management (DSM); demand-side {management} (DSM); game theory; smart grid;
fLanguage :
English
Journal_Title :
Smart Grid, IEEE Transactions on
Publisher :
ieee
ISSN :
1949-3053
Type :
jour
DOI :
10.1109/TSG.2014.2376632
Filename :
6998870
Link To Document :
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