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Enabling communications in heterogeneous multi-agent systems: electricity markets ontology

  • SANTOS, Gabriel [2] ; PINTO, Tiago [2] ; VALE, Zita [2] ; PRAÇA, Isabel [2] ; MORAIS, Hugo [1]
    1. [1] Technical University of Denmark

      Technical University of Denmark

      Dinamarca

    2. [2] GECAD - Polytechnic of Porto
  • Localización: ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal, ISSN-e 2255-2863, Vol. 5, Nº. 2, 2016, págs. 15-42
  • Idioma: inglés
  • DOI: 10.14201/ADCAIJ2016522542
  • Enlaces
  • Resumen
    • Electricity markets worldwide are complex and dynamic environments with very particular characteristics, resulting from their restructuring and evolution into regional and continental scales, along with the constant changes brought by the increasing necessity for an adequate integration of renewable energy sources. The rising complexity and unpredictability in electricity markets has increased the need for the intervenient entities in foreseeing market behaviour. Several modelling tools directed to the study of restructured wholesale electricity markets have emerged. However, they have a common limitation: the lack of interoperability between the various systems to allow the exchange of information and knowledge, to test different market models and to allow market players from different systems to interact in common market environments. This paper proposes the Electricity Markets Ontology, which integrates the essential necessary concepts related with electricity markets, while enabling an easier cooperation and adequate communication between related systems. Additionally, it can be extended and complemented according to the needs of other simulators and real systems in this area

  • Referencias bibliográficas
    • ACER – Agency for the Cooperation of Energy Regulators, Electricity > Regional initiatives > Cross Regional Roadmaps > Cross-Border...
    • ACER – Agency for the Cooperation of Energy Regulators, Electricity > Regional initiatives > Cross Regional Roadmaps > Market Coupling,...
    • Alexopoulos P., Kafentzis K., and Zoumas C. 2009. ELMO: An Interoperability Ontology for the Electricity Market. Proceedings of the International...
    • Alvarado-Pérez J. C., Peluffo-Ordó-ez D. H., and Therón R., 2015. Bridging The Gap Between Human Knowledge And Machine Learning, Advances...
    • CAISO – California Independent System Operator, homepage, http://www.caiso.com [accessed on July 2016].
    • Catterson V. et al. An upper ontology for power engineering applications. April 2010. [Online]. Available: http://sites.ieee.org/pes-mas/,...
    • Catterson V., 2006. Engineering Robustness, Flexibility, and Accuracy into a Multi-Agent System for Transformer Condition Monitoring. Doctoral...
    • Cincotti S., and Gallo G., 2013. Genoa Artificial Power-Exchange. Agents Artificial Intelligence. Springer Berlin Heidelberg 2013:348-63....
    • Dai W., Dubinin V., and Vyatkin V. Automatically Generated Layered Ontological Models for Semantic Analysis of Component-Based Control Systems,...
    • Dam K., and Chapping E., 11 May 2010. Coupling agent-based models of natural gas and electricity markets. In Proceedings of the First International...
    • Dam K., and Keirstead J, 11-13 November 2010. Re-use of an ontology for modelling urban energy systems. In Proceedings of the 3rd International...
    • EPEXSPOT - European Power Exchange, 2016. [Online]. Homepage: https://www.epexspot.com/, [accessed on July 2016].
    • EPEXSPOT - European Power Exchange, Products, Day-Ahead Auction, 2015. [Online]. Available: https://www.epexspot.com/en/product-info/auction,...
    • EUPHEMIA Public Description, PCR Market Coupling Algorithm, January 2016, available: https://www.epexspot.com/document/34460/Euphemia%3A%20Public%20documentation%20-%20January%202016...
    • Ferber J., 1999. Multi-Agent system: an introduction to distributed artificial intelligence. Harlow: Addison Wesley Longman.
    • Foundation for Intelligent Physical Agents (FIPA), ACL Message Structure Specification, 2002. [Online]. Available: http://www.fipa.org/specs/fipa00061/,...
    • Foundation for Intelligent Physical Agents (FIPA), FIPA Agent Management Specification, 2004. [Online]. Available: http://fipa.org/specs/fipa00023/,...
    • Foundation for Intelligent Physical Agents (FIPA), FIPA Ontology Service Specification, 2001. [Online]. Available: http://www.fipa.org/specs/fipa00086/XC00086D.html,...
    • Frikha M., Mhiri M., and Gargour F., 2015. A Semantic Social Recommender System Using Ontologies Based Approach For Tunisian Tourism. Advances,...
    • Gestori Mercati Energetici, homepage, 2016. [Online]. Available: http://www.mercatoelettrico.org/En/Default.aspx, [accessed on July 2016].
    • Koritarov V., 2004. Real-World Market Representation with Agents: Modeling the Electricity Market as a Complex Adaptive System with an Agent-Based...
    • Li H., and Tesfatsion L., 2009. Development of Open Source Software for Power Market Research: The AMES Test Bed. Journal of Energy Markets,...
    • McArthur S., et al., 2007. Multi-agent systems for power engineering applications - part ii: Technologies, standards, and tools for building...
    • Meeus L, Purchalaa K, and Belmans R., 2005. Development of the internal electricity market in Europe. Electr J 18(6):25-35. https://doi.org/10.1016/j.tej.2005.06.008
    • MIBEL - Mercado Ibérico de Electricidade, 2016. [Online]. Homepage: http://www.mibel.com/, [accessed on July 2016].
    • MISO Energy, homepage, http://www.misoenergy.org [accessed on July 2016].
    • Morais H., et al., 2014. SOSPO-SP: secure operation of sustainable power systems simulation platform for real-time system state evaluation...
    • Pinto T., Morais H., Sousa T.M., Sousa T., Vale Z., Praça I., Faia R., and Pires E.J.S., August 2016. Adaptive Portfolio Optimization for...
    • Pinto T., Vale Z., Rodrigues F., Morais H., and Praça I., 2011. Bid definition method for electricity markets based on an adaptive multiagent...
    • Pinto T., Vale Z., Sousa T.M., and Praça, I., June 2015. Negotiation Context Analysis in Electricity Markets. Energy, Elsevier, vol. 85, pp....
    • Nord Pool Spot - Trading, Day-ahead market Elspot, 2016 [Online]. Available: http://www.nordpoolspot.com/TAS/Day-ahead-market-Elspot/, [accessed...
    • Nord Pool Spot, 2016 [Online]. Homepage: http://www.nordpoolspot.com/, [accessed on July 2016].
    • OMIE, Markets and Products, Electricity Market, About our Market, available: http://www.omie.es/en/home/markets-and-products/about-our-market,...
    • ONS – Operador Nacional do Sistema Elétrico (Electrical System Nacional Operator), homepage, http://www.ons.org.br [accessed on July 2016].
    • Santos G., Pinto T., Morais H., Praça I., and Vale Z., 2011. Complex Market integration in MASCEM electricity market simulator. International...
    • Santos G., et al., July 2015. Multi-Agent Simulation of Competitive Electricity Markets: Autonomous systems cooperation for European Market...
    • Santos G., Pinto T., Praça I., and Vale Z., September 2016. MASCEM: Optimizing the performance of a multi-agent system. Energy, vol. 111,...
    • Shahidehpour M, Yamin H, and Li Z, 2002. Market operations in electric power systems: forecasting, scheduling, and risk management". Wiley-IEEE...
    • Sharma K.C., Bhakar R., and Tiwari, H.P., 2014. Strategic bidding for wind power producers in electricity markets. Energy Conversion and Management...
    • Sioshansi F.P., 2013. "Evolution of Global Electricity Markets – New paradigms, new challenges, new approaches", Academic Press.
    • Vrba P., et al., 2014. A review of agent and service-oriented concepts applied to intelligent energy systems. IEEE Trans Ind Inf : 10(3):1890-903....
    • Wu J., Guan X., Gao F., and Sun G., June 2008. Social welfare maximization auction for electricity markets with elastic demand. 7th World...

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