Detalhes bibliográficos
| Resumo: | Electricity Markets are not only a new reality but an evolving one as the involved players and rules change at a relatively high rate. Multi-agent simulation combined with Artificial Intelligence techniques may result in very helpful sophisticated tools. This paper presents a new methodology for the management of coalitions in electricity markets. This approach is tested using the multi-agent market simulator MASCEM (Multi-Agent Simulator of Competitive Electricity Markets), taking advantage of its ability to provide the means to model and simulate Virtual Power Players (VPP). VPPs are represented as coalitions of agents, with the capability of negotiating both in the market and internally, with their members in order to combine and manage their individual specific characteristics and goals, with the strategy and objectives of the VPP itself. A case study using real data from the Iberian Electricity Market is performed to validate and illustrate the proposed approach. |
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| Autores principais: | Santos, Gabriel |
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| Outros Autores: | Pinto, Tiago; Vale, Zita; Praça, Isabel; Morais, Hugo |
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| Assunto: | Electricity markets Intelligent decision making Multi-agent simulation Virtual power players |
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| Ano: | 2013 |
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| País: | Portugal |
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| Tipo de documento: | documento de conferência |
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| Tipo de acesso: | acesso restrito |
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| Instituição associada: | Instituto Politécnico do Porto |
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| Idioma: | inglês |
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| Origem: | Repositório Científico do Instituto Politécnico do Porto |
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