Utilize este identificador para referenciar este registo: http://hdl.handle.net/10400.22/5919
Título: Towards a unified European electricity market: The contribution of data-mining to support realistic simulation studies
Autor: Pinto, Tiago
Santos, Gabriel
Pereira, Ivo
Fernandes, Ricardo
Sousa, Tiago
Praça, Isabel
Vale, Zita
Morais, Hugo
Palavras-chave: Data-Mining
Electricity Markets Simulation
Multi-Agent Systems
Scenarios Generation
Data: 31-Jul-2014
Editora: IEEE
Relatório da Série N.º: PES;2014
Resumo: Worldwide electricity markets have been evolving into regional and even continental scales. The aim at an efficient use of renewable based generation in places where it exceeds the local needs is one of the main reasons. A reference case of this evolution is the European Electricity Market, where countries are connected, and several regional markets were created, each one grouping several countries, and supporting transactions of huge amounts of electrical energy. The continuous transformations electricity markets have been experiencing over the years create the need to use simulation platforms to support operators, regulators, and involved players for understanding and dealing with this complex environment. This paper focuses on demonstrating the advantage that real electricity markets data has for the creation of realistic simulation scenarios, which allow the study of the impacts and implications that electricity markets transformations will bring to the participant countries. A case study using MASCEM (Multi-Agent System for Competitive Electricity Markets) is presented, with a scenario based on real data, simulating the European Electricity Market environment, and comparing its performance when using several different market mechanisms.
URI: http://hdl.handle.net/10400.22/5919
DOI: 10.1109/PESGM.2014.6939565
Versão do Editor: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6939565&queryText%3DTowards+a+unified+European+electricity+market%3A+The+contribution+of+data-mining+to+support+realistic+simulation+studies
Aparece nas colecções:ISEP – GECAD – Comunicações em eventos científicos

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