DocumentCode :
80565
Title :
A Game-Theoretic Approach to Energy Trading in the Smart Grid
Author :
Yunpeng Wang ; Saad, Walid ; Zhu Han ; Poor, H. Vincent ; Basar, Tamer
Author_Institution :
Electr. & Comput. Eng. Dept., Univ. of Miami, Coral Gables, FL, USA
Volume :
5
Issue :
3
fYear :
2014
fDate :
May-14
Firstpage :
1439
Lastpage :
1450
Abstract :
Electric storage units constitute a key element in the emerging smart grid system. In this paper, the interactions and energy trading decisions of a number of geographically distributed storage units are studied using a novel framework based on game theory. In particular, a noncooperative game is formulated between storage units, such as plug-in hybrid electric vehicles, or an array of batteries that are trading their stored energy. Here, each storage unit´s owner can decide on the maximum amount of energy to sell in a local market so as to maximize a utility that reflects the tradeoff between the revenues from energy trading and the accompanying costs. Then in this energy exchange market between the storage units and the smart grid elements, the price at which energy is traded is determined via an auction mechanism. The game is shown to admit at least one Nash equilibrium and a novel algorithm that is guaranteed to reach such an equilibrium point is proposed. Simulation results show that the proposed approach yields significant performance improvements, in terms of the average utility per storage unit, reaching up to 130.2% compared to a conventional greedy approach.
Keywords :
electronic commerce; energy storage; game theory; power markets; power system economics; pricing; smart power grids; Nash equilibrium; auction mechanism; battery array; electric energy storage unit; energy exchange market; energy trading decision; geographically distributed storage unit; greedy approach; noncooperative game-theoretic approach; plug-in hybrid electric vehicle; pricing; smart grid system; Energy exchange; Energy storage; Games; Nash equilibrium; Smart grids; Vectors; Double auctions; electric storage unit; energy management; noncooperative games;
fLanguage :
English
Journal_Title :
Smart Grid, IEEE Transactions on
Publisher :
ieee
ISSN :
1949-3053
Type :
jour
DOI :
10.1109/TSG.2013.2284664
Filename :
6798766
Link To Document :
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