Title :
Dynamic coalition formation in a smart grid: A game theoretic approach
Author :
Mondal, Aniruddha ; Misra, Sudip
Author_Institution :
Sch. of Inf. Technol., Indian Inst. of Technol. Kharagpur, Kharagpur, India
Abstract :
In this paper, the problem of optimal energy distribution by dynamically changing the size of coalition, which consists of one micro-grid and several customers, is studied using the theory of Markov Decision Process (MDP) - a discrete optimization method. In this paper, the micro-grid, which acts as one of the players, needs to decide the size of the coalition for utilizing the generated energy optimally. On the other hand, the customer, which acts as another player, needs to decide its strategies, so as to optimize a trade-off between the associated cost, i.e., communication cost and energy distribution cost, and effective power supply. Using MDP, it is shown how dynamically coalition can be formed and the customer can be assured of an efficient power distribution.
Keywords :
Markov processes; costing; decision theory; distributed power generation; game theory; optimisation; power distribution economics; smart power grids; MDP; Markov decision process; communication cost; discrete optimization method; dynamic coalition formation; energy distribution cost; energy generated utilization; game theoretic approach; microgrid; power distribution; smart grid; Games; Heuristic algorithms; Mathematical model; Optimization methods; Quality of service; Smart grids; Substations; Power economy revenue; Smart Grid; coalition; coverage; customer; energy exchange; game theory;
Conference_Titel :
Communications Workshops (ICC), 2013 IEEE International Conference on
Conference_Location :
Budapest
DOI :
10.1109/ICCW.2013.6649395