Czasopismo
Tytuł artykułu
Warianty tytułu
Języki publikacji
Abstrakty
Renewable energy resources like wind and solar have become an effective factor in the energy production on the planet as they are inexhaustible renewable resources. However, they are very intermittent and their output cannot be predicted certainly. In this paper an algorithm of unit commitment within a power grid integrating wind and photovoltaic production units is proposed in a centralized approach that takes into account provisional data about the renewable energy production. Here the unit commitment problem is stated as a power demand coverage problem with some prespecified merit order list. A multi-agent architecture is proposed to facilitate the message exchange and easy addition and deletion of agents in the grid. This architecture is flexible and easy reconfigurable as it can provide solutions under assumptions of a decentralized approach. An implementation using JADE platform is presented in this work. The system is tested using real-data sets from an existent energy transport network in France (RTE). The results based on different operating conditions show the economic sense of the proposed strategy. (original abstract)
Słowa kluczowe
Rocznik
Tom
Strony
265--271
Opis fizyczny
Twórcy
autor
- Universidade Federal do Rio de Janeiro, Brazil
autor
- University of Grenoble Alpes, France
autor
- University of Grenoble Alpes, France
Bibliografia
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- L. Mingyang and P. Luh, "A decentralized framework of unit commitment for future power markets," in Procs. of 2013 IEEE Power and Energy General Meeting, July 2013, pp. 1-5, DOI 10.1109/PESMG.2013.6 672 790.
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- S. Abras, C. Ki'eny, S. Ploix, and F. Wurtz, "Mas architecture for energy management: Developing smart networks with jade platform," in Procs. of 2013 IEEE Intl. Conference on Smart Instrumentation, Measurement and Applications, November 2013, pp. 1-6, DOI 10.1109/ICSIMA.2013.6 717 913.
- M. Zipf and D. Most, "Impacts of volatile and uncertain renewable energy sources on the german electricity system," in Procs. Of 2013 10th Intl. Conference on the European Energy Market, May 2013, pp. 1-8, DOI 10.1109/EEM.2013.6 607 397.
- F. Bellifemine, G. Caire, and D. Greenwood, Developing Multiagent Systems with JADE. New York, USA: Wiley, 2007. DOI 10.1002/ 9780470058411.
Typ dokumentu
Bibliografia
Identyfikatory
Identyfikator YADDA
bwmeta1.element.ekon-element-000171423316