DocumentCode :
1795651
Title :
Demand-side management in a smart micro-grid: A distributed approach based on Bayesian game theory
Author :
Sola, Matteo ; Vitetta, Giorgio M.
Author_Institution :
Dept. of Eng. “Enzo Ferrari”, Univ. of Modena & Reggio Emilia, Modena, Italy
fYear :
2014
fDate :
3-6 Nov. 2014
Firstpage :
656
Lastpage :
661
Abstract :
In this manuscript a novel strategy for distributed and autonomous demand-side energy management among users of a low-voltage micro-grid is developed. Its derivation is based on: a) modelling the energy consumption scheduling of the shiftable loads that belong to a given user as a noncooperative two-player game of incomplete information, in which the user himself plays against an opponent collecting all the other users of the same micro-grid; b) assuming that each user is endowed with statistical information about his behavior and that of its opponent, so that he can choose actions maximising his expected utility. Numerical results evidence the efficacy of the proposed strategy when employed to manage the charging of electric vehicles in a micro-grid.
Keywords :
Bayes methods; demand side management; distributed power generation; game theory; hybrid electric vehicles; Bayesian game theory; demand-side energy management; distributed approach; electric vehicles; energy consumption scheduling; low-voltage microgrid; noncooperative two-player game; shiftable loads; smart microgrid; statistical information; Absorption; Conferences; Energy consumption; Games; Load modeling; Power demand; Smart grids;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Smart Grid Communications (SmartGridComm), 2014 IEEE International Conference on
Conference_Location :
Venice
Type :
conf
DOI :
10.1109/SmartGridComm.2014.7007722
Filename :
7007722
Link To Document :
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