文章基本信息

标题：Towards an electricity market simulator
其他标题：Towards an electricity market simulator
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作者：Paulo Trigo ; Paulo Marques ; Helder Coelho 等
期刊名称：Journal of Physical Agents
印刷版ISSN：1888-0258
出版年度：2009
卷号：3
期号：2
页码：3-6
DOI：10.14198/JoPha.2009.3.2.02
语种：English
出版社：Red de Agentes Fisicos
摘要：This paper describes a multi-agent based simulation (MABS) framework to construct an artificial electric power market populated with learning agents. The artificial market, named TEMMAS (The Electricity Market Multi-Agent Simulator), explores the integration of two design constructs: i) the specification of the environmental physical market properties, and ii) the modeling of the decision-making (deliberative) and reactive agents. TEMMAS is materialized in an experimental setup involving distinct power generator companies which operate in the market and search for the trading strategies that best exploit their generating units’ resources. The experimental results show a coherent market behavior that emerges from the overall simulated environment.
关键词：Electricity market modeling; Multi-agent modeling and design; Multi-agent based simulation; Sequential decision process; Adaptation and learning