DocumentCode
158439
Title
A game theoretic and control theoretic approach to incentive-based demand management in smart grids
Author
Tatarenko, Tatiana ; Garcia-Moreno, Luis
Author_Institution
Dept. of Control Theor. & Robot., Tech. Univ. Darmstadt, Darmstadt, Germany
fYear
2014
fDate
16-19 June 2014
Firstpage
634
Lastpage
639
Abstract
In this paper, we propose a demand side management approach for smart grids. Our approach is based on incentive design in noncooperative games and allows to control the behavior of grid users in an effort to achieve efficient energy utilization matching supply with demand. We design a smart grid by means of game theory. We show that this model guarantees the existence of a Nash equilibrium that corresponds to a strategy set users choose to minimize their cost-functions. A pricing mechanism is used as a tool to ensure that the Nash equilibrium in game reaches a value satisfying a global objective expressed by the minimum of deviations between energy supply and energy consumption in a smart grid system. We present two methods to find an efficient Nash equilibrium solution. The first one is based on the properties of a special class of potential games according to which the Nash equilibrium is the minimum of a potential function. The second one is a control theoretic approach based on game dynamics. In this case, a game is treated as a control system that should be stabilized around a desired equilibrium point.
Keywords
demand side management; energy consumption; game theory; pricing; smart power grids; Nash equilibrium; control system; control theoretic approach; cost functions; demand side management approach; energy consumption; energy utilization; game dynamics; game theoretic approach; incentive design; incentive-based demand management; noncooperative games; pricing mechanism; smart grids; Energy consumption; Games; Nash equilibrium; Optimization; Pricing; Smart grids; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Automation (MED), 2014 22nd Mediterranean Conference of
Conference_Location
Palermo
Print_ISBN
978-1-4799-5900-6
Type
conf
DOI
10.1109/MED.2014.6961444
Filename
6961444
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