Esteoule, Tanguy and Perles, Alexandre
and Bernon, Carole
and Gleizes, Marie-Pierre
and Barthod, Morgane
A Cooperative Multi-Agent System for Wind Power Forecasting.
(2018)
In: International Conference on Practical Applications of Agents and Multiagent Systems (PAAMS 2018), 20 June 2018 - 22 June 2018 (Toledo, Spain).
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(Document in English)
PDF (Author's version) - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader 654kB |
Official URL: https://doi.org/10.1007/978-3-319-94580-4_12
Abstract
In the coming years, ensuring the electricity supply will be one of the most important world challenges. Renewable energies, in particular wind energy, are an alternative to non-sustainable resources thanks to their almost unlimited supply. However, the chaotic nature and the variability of the wind represent a significant barrier to a large-scale development of this energy. Consequently, providing accurate wind power forecasts is a crucial challenge. This paper presents AMAWind, a multi-agent system dedicated to wind power forecasting based on a cooperative approach. Each agent corresponds to a turbine at a given hour, it starts from an initial production forecast and acts in a cooperative way with its neighbors to find an equilibrium on conflicting values. An assessment of this approach was carried out on data coming from a real wind farm.
Item Type: | Conference or Workshop Item (Paper) |
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Additional Information: | Thanks to Springer editor. This papers appears in Volume 10978 of Lecture Notes in Computer Science ISSN : 0302-9743 ISBN 978-3-319-94579-8 The original PDF is available at: https://link.springer.com/chapter/10.1007/978-3-319-94580-4_12 |
HAL Id: | hal-02279380 |
Audience (conference): | International conference proceedings |
Uncontrolled Keywords: | |
Institution: | French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE) Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE) Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE) Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE) Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE) Other partners > Meteo*swift (FRANCE) |
Laboratory name: | |
Funders: | ERDF (European Regional Development Fund) of the European Union (Europe) - Région Occtanie (France) - ANRT : French National Association for Research and Technology (France) - CNRM : French Weather Research Centre |
Statistics: | download |
Deposited On: | 26 Jul 2019 12:34 |
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