Detalhes do Documento

MASCEM - an electricity market simulator providing coalition support for virtual power players

Autor(es): Oliveira, Pedro ; Pinto, Tiago ; Morais, H. ; Vale, Zita ; Praça, Isabel

Data: 2009

Identificador Persistente: http://hdl.handle.net/10400.22/1463

Origem: Repositório Científico do Instituto Politécnico do Porto

Assunto(s): Decision-making; Distributed generation; Electricity markets; Intelligent agents coalitions; Virtual power producers; Virtual power players; Decision-making; Decision-making; Distributed generation; Distributed generation; Electricity markets; Electricity markets; Intelligent agents coalitions; Intelligent agents coalitions; Virtual power producers; Virtual power producers; Virtual power players; Virtual power players

Descrição

This paper presents MASCEM - a multi-agent based electricity market simulator. MASCEM uses game theory, machine learning techniques, scenario analysis and optimization techniques to model market agents and to provide them with decision-support. This paper mainly focus on the MASCEM ability to provide the means to model and simulate Virtual Power Players (VPP). VPPs are represented as a coalition of agents, with specific characteristics and goals. The paper details some of the most important aspects considered in VPP formation and in the aggregation of new producers and includes a case study based on real data.

Tipo de Documento Objeto de conferência
Idioma Inglês
Contribuidor(es) REPOSITÓRIO P.PORTO

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Detalhes do Documento

MASCEM - an electricity market simulator providing coalition support for virtual power players

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