Conception d'une place de marché pour la vente et la distribution d'énergie dans les smart grids
| Autor: | Cerquides, Jesús, Picard, Gauthier, Rodríguez-Aguilar, Juan A. |
|---|---|
| Přispěvatelé: | Ministerio de Economía y Competitividad (España), Artificial Intelligence Research Institute / Spanish Scientific Research Council (IIIA / CSIC), Universitat Autònoma de Barcelona (UAB), Département Informatique pour les Systèmes Coopératifs Ouverts et Décentralisés (ISCOD-ENSMSE), École des Mines de Saint-Étienne (Mines Saint-Étienne MSE), Institut Mines-Télécom [Paris] (IMT)-Institut Mines-Télécom [Paris] (IMT)-Institut Henri Fayol, Laboratoire Hubert Curien [Saint Etienne] (LHC), Institut d'Optique Graduate School (IOGS)-Université Jean Monnet [Saint-Étienne] (UJM)-Centre National de la Recherche Scientifique (CNRS), Laurent Vercouter, SEAS, European Project: ITEA2 n°12004,SEAS, Laboratoire Hubert Curien (LHC), Institut d'Optique Graduate School (IOGS)-Université Jean Monnet - Saint-Étienne (UJM)-Centre National de la Recherche Scientifique (CNRS) |
| Jazyk: | francouzština |
| Rok vydání: | 2015 |
| Předmět: |
prosommateurs
[INFO.INFO-MA]Computer Science [cs]/Multiagent Systems [cs.MA] systèmes multi-agents [MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC] Smart grid ACM: I.: Computing Methodologies/I.2: ARTIFICIAL INTELLIGENCE/I.2.11: Distributed Artificial Intelligence/I.2.11.3: Multiagent systems RadPro Energy markets marché de l’énergie [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI] Prosumers |
| Zdroj: | 23es Journées Francophones sur les Systèmes Multi-Agents (JFSMA'15) 23es Journées Francophones sur les Systèmes Multi-Agents (JFSMA'15), Jun 2015, Rennes, France Digital.CSIC. Repositorio Institucional del CSIC instname |
| Popis: | This paper introduces a novel market that allows prosumers to trade electricity while satisfying the constraints of the grid. Our market’s allocation rule is implemented by means of the so-called RadPro, an efficient dynamic programming algorithm that assesses in polynomial time how much energy each prosumer trades as well as how energy must be distributed throughout the grid. Our empirical results show that RadPro significantly outperforms both CPLEX and Gurobi in solving time when computing the optimal allocation over acyclic networks. Furthermore, the messagepassing nature of RadPro o↵ers the possibility of running our market in a decentralized (peer-to-peer) manner. Proyecto COR, Ministerio de Economia y Competitividad (TIN2012-38876-C02-01) (TIN2012-38876-C02-02) |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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