Paper Info
Title
On framework development for the dynamic prosumer coalition in a smart grid and its evaluation by analytic tools.
Abstract
Managing prosumers participation in energy trading becomes complicated, as the number of prosumers in smart grid is expected to rise. In this situation, it is safe to group active prosumers into groups or coalitions. By utilising analytical tools, like game theory, the method for grouping or coalition formation of prosumers can be carefully studied. After analysing prosumers behaviour in energy profile, we propose a novel dynamic, decentralised prosumer coalition formation method based on game theory that can satisfy utility grid demands. A conceptual framework is developed for coalition formation and energy management among prosumers in a dynamic environment. This approach has the potential to increase the size and number of coalitions without a central controller to better manage renewable energy usage and trading with energy buyers. We validate the performance of adopting a game theoretic approach, assessing the strategy using open and shared data sources.
Year
DOI
Venue
2019
10.1016/j.procs.2019.09.249
Procedia Computer Science
Keywords
Field
DocType
Smart grid,Prosumer,Coalition,Game theory
Data mining,Energy management,Prosumer,Control theory,Renewable energy,Smart grid,Computer science,Game theory,Conceptual framework,Grid,Distributed computing
Conference
Volume
ISSN
Citations 
159
1877-0509
0
PageRank 
References 
Authors
0.34
0
4
Name
Order
Citations
PageRank
Sreenithya Sumesh102.03
Aneesh Krishna2141.43
Vidyasagar Potdar330335.24
Shastri Nimmagadda400.34