Reduction of Coalition Structure's Search Space Based on Domain Information: An Application in Smart Grids

Smart grids have received great attention in recent years. Among many technologies that are used in smart grids, the concept of vehicle-to-grid (V2G) arises, which allows the use of electric vehicles' batteries to provide energy back to the grid when needed. An interesting research approach is...

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Bibliographic Details
Published in2012 Third Brazilian Workshop on Social Simulation pp. 112 - 119
Main Authors Bazzan, Ana L.C., de Oliveira Ramos, G.
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.10.2012
Subjects
Batteries
coalition formation
domain information
Electric vehicles
Multiagent systems
Proposals
Reliability
Smart grids
vehicle-to-grid
Wind turbines
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Summary:Smart grids have received great attention in recent years. Among many technologies that are used in smart grids, the concept of vehicle-to-grid (V2G) arises, which allows the use of electric vehicles' batteries to provide energy back to the grid when needed. An interesting research approach is the formation of coalitions among electric vehicles to provide electric power back to the grid, increasing the reliability and stability of the grid. In this paper, we propose a technique that uses smart grids' domain information to establish constraints on coalition formation process, promoting the pruning of the coalition structure's search space. We evaluate our approach by showing that it can drastically prune the search space, which makes coalition formation possible for a relatively higher number of agents.
ISBN:9781467356732
1467356735
DOI:10.1109/BWSS.2012.12