The electricity market as a multi-agent system

Paulo Trigo, P. Marques
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引用次数: 9

Abstract

This paper proposes a multi-agent based simulation (MABS) framework to construct an artificial electric power market where heterogeneous, rationally bounded and learning agents co-evolve dynamically. The proposed framework aims to facilitate the integration of two MABS constructs: (i) the design of the environmental physical properties and entities, and (ii) the simulation models of resources and both the decision-making (deliberative) and reactive agents. The framework 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 unitspsila resources. The experimental results show a coherent market behavior that emerges from the overall simulated environment.
电力市场是一个多主体系统
本文提出了一种基于多智能体的仿真框架,用于构建异质智能体、理性有界智能体和学习型智能体动态协同进化的人工电力市场。提出的框架旨在促进两种MABS结构的整合:(i)环境物理属性和实体的设计,以及(ii)资源和决策(审议)和反应因子的模拟模型。该框架是在一个实验装置中实现的,该装置涉及不同的发电公司,这些公司在市场上运营,并寻找最能利用其发电机组和资源的交易策略。实验结果表明,从整个模拟环境中出现了连贯的市场行为。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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