Coalition formation algorithm of prosumers in a smart grid environment - Archive ouverte HAL Accéder directement au contenu
Communication Dans Un Congrès Année : 2015

Coalition formation algorithm of prosumers in a smart grid environment

Résumé

In a smart grid environment, we study coalition formation of prosumers that aim at entering the energy market. It is paramount for the grid operation that the energy producers are able to sustain the grid demand in terms of stability and minimum production requirement. We design an algorithm that seeks to form coalitions that will meet both of these requirements: a minimum energy level for the coalitions and a steady production level which leads to finding uncorrelated sources of energy to form a coalition. We propose an algorithm that uses graph tools such as correlation graphs or clique percolation to form coalitions that meet such complex constraints. We validate the algorithm against a random procedure and show that, it not only performs better in term of social welfare for the power grid, but also that it is more robust against unforeseen production variations due to changing weather conditions for instance.

Dates et versions

hal-01254983 , version 1 (13-01-2016)

Identifiants

Citer

Nicolas Gensollen, Monique Becker, Vincent Gauthier, Michel Marot. Coalition formation algorithm of prosumers in a smart grid environment. ICC 2015 : IEEE International Conference on Communications, Jun 2015, Londres, United Kingdom. pp.5896 - 5902, ⟨10.1109/ICC.2015.7249262⟩. ⟨hal-01254983⟩
123 Consultations
0 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More