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2015 | 6 | 265--271
Tytuł artykułu

A Day-ahead Centralized Unit Commitment Algorithm for A Multi-agent Smart Grid

Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
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)
Rocznik
Tom
6
Strony
265--271
Opis fizyczny
Twórcy
autor
  • Universidade Federal do Rio de Janeiro, Brazil
  • University of Grenoble Alpes, France
autor
  • University of Grenoble Alpes, France
Bibliografia
  • ] M. Lively, "Short run marginal cost pricing for fast responses on the smart grid," in Procs. of 2010 Innovative Smart Grid Technologies, January 2010, pp. 1-6, DOI 10.1109/ISGT.2010.5 434 779.
  • L. Dubost, R. Gonzalez, and C. Lemar echal, "A primal-proximal heuristic applied to the french unit-commitment problem," Math. Program., vol. 104(1), pp. 129-151, 2005, DOI 10.1007/s10107-005- 0593-4.
  • W. Kui, J. Yuming, and D. Marinakis, "A stochastic calculus for network systems with renewable energy sources," in Procs. of 2012 IEEE Conference on Computer Communication Workshops, March 2012, pp. 109-114, DOI 10.1109/INFCOMW.2012.6 193 470.
  • A. Joki' c, M. Lazar, and P. van den Bosch, "Price-based control of electrical power systems," in Intelligent Systems, Control and Automation: Science and Engineering (vol. 92 Intelligent Infrastructures), R. R. Negenborn and Z. Lukszo and H. Hellendoorn (Eds.), 2010, pp. 109-131, DOI 10.1007/978-90-481-3598-1 5.
  • 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.
  • C. Suazo-Martinez, E. Pereira-Bonvallet, R. Palma-Behnke, and X.-P. Zhang, "Impacts of energy storage on short term operation planning under centralized spot markets," IEEE Trans. on Smart Grid, vol. 5(2), pp. 1110-1118, 2014, DOI 10.1109/TSG.2013. 2281828.
  • R. Palma-Behnke, C. Benavides, F. Lanas, B. Severino, L. Reyes, J. Llanos, and D. Saez, "A microgrid energy management system based on the rolling horizon strategy," IEEE Trans. on Smart Grid, vol. 4(2), pp. 996-1006, 2013, DOI 10.1109/TSG.2012.2231440.
  • 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

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