A multi-agent system for energy trading between prosumers - CEA - Commissariat à l’énergie atomique et aux énergies alternatives Access content directly
Conference Papers Year : 2017

A multi-agent system for energy trading between prosumers

Abstract

Local energy communities are identified as a promising approach to efficiently integrate distributed generation whereas keeping costs down for prosumers. In this context, we propose a multi-agent system to collectively optimise the energy flows of a local community of prosumers. The novelty and strength of our approach resides in the use of decentralised decision making algorithms, based on the alternating direction method of multipliers, to orchestrate the demand and supply of a large number of homes. Our preliminary results show how the proposed approach can significantly increase the self-consumption level of the community while significantly reducing the energy bills of its members.
Fichier principal
Vignette du fichier
Paper CEA Meritxell Vinyals-Maxime Velay DCAI 978-3-319-62410-5_10.pdf (95.3 Ko) Télécharger le fichier
Origin : Files produced by the author(s)

Dates and versions

cea-01772854 , version 1 (24-10-2019)

Identifiers

Cite

Meritxell Vinyals, Maxime Velay, Mario Sisinni. A multi-agent system for energy trading between prosumers. 14th International Conference on Distributed Computing and Artificial Intelligence, DCAI 2017., Jun 2017, Porto, Portugal. pp.79-86, ⟨10.1007/978-3-319-62410-5_10⟩. ⟨cea-01772854⟩
122 View
163 Download

Altmetric

Share

Gmail Facebook Twitter LinkedIn More