Title :
Coalitional energy purchasing in the smart grid
Author :
Vinyals, Meritxell ; Bistaffa, Filippo ; Farinelli, Alessandro ; Rogers, Alex
Author_Institution :
Dept. of Comput. Sci., Univ. of Verona, Verona, Italy
Abstract :
Matching demand and supply is recognized as a crucial issue for smart grids, and ICT-based solutions are essential to deliver the infrastructure, algorithms and mechanisms for demand-supply balancing. To date, most work in this area focus on providing users with real time feedback on energy prices and consumption, or on load scheduling of home appliances for individual user consumption. In this paper, we take a complementary approach by exploiting social relationships among consumers to organise them into coalitions of Virtual Electricity Consumers (VECs) that buy electricity as a single customer in order to get a discount on electricity through collective buying. Specifically, we model our problem as a coalitional game and provide an algorithm, based on linear programming, to form VECs. The VECs formed by our algorithm are both efficient (i.e., minimizing the sum of users´ payments) and stable (i.e., no user has any incentive to break away). We empirically analyse our approach using real consumption data for a set of households located in UK. Our analysis provides interesting insights into the relationship between structure and stability of VEC´s and prices within the electricity market.
Keywords :
energy consumption; game theory; linear programming; power markets; pricing; purchasing; scheduling; supply and demand; ICT-based solutions; VEC stability; coalitional energy purchasing; coalitional game; demand-supply balancing; electricity market; energy consumption; energy prices; linear programming; load scheduling; smart grid; supply and demand; virtual electricity consumers; Electricity; Electricity supply industry; Games; Linear programming; Measurement; Social network services; Stability analysis; Coalition formation; collective buying; demand-side management; virtual electricity consumer;
Conference_Titel :
Energy Conference and Exhibition (ENERGYCON), 2012 IEEE International
Conference_Location :
Florence
Print_ISBN :
978-1-4673-1453-4
DOI :
10.1109/EnergyCon.2012.6348270