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A Framework for Agent-Based Electricity Markets: Preliminary Report

机译:基于代理的电力市场框架:初步报告

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The electricity industry has evolved to open marketsthat promote competition among suppliers and provide consumers with a choice of services. Most energy markets (EMs) were, however, designed without the notion that a significant part of the traded power could come from renewable energy sources, and may require modifications to continue functioning effectively. Agent-based modeling and simulation (ABMS) presents itself as a promising approach to accurately model the behavior of EMs over time. This article claims that the development of a conceptual framework to define the key features that are needed to model and simulate EMs using software agents can be an important step to assess progress in the field and highlight new avenues to explore. As a first step in this direction, it describes a category of dimensions, labeled "market architecture", of a conceptual framework for agent-based electricity markets.
机译:电力行业已发展为开放市场,以促进供应商之间的竞争并为消费者提供选择服务。但是,大多数能源市场(EMs)在设计时都没有这样的想法,即交易电力的很大一部分可能来自可再生能源,并且可能需要进行修改才能继续有效运行。基于代理的建模和仿真(ABMS)本身已成为一种有前途的方法,可以随着时间的流逝准确地对EM的行为进行建模。本文声称,开发一个概念框架来定义使用软件代理对EM进行建模和仿真所需的关键功能,可能是评估该领域的进展并突出探索新途径的重要一步。作为朝这个方向迈出的第一步,它描述了基于代理的电力市场的概念框架的一类维度,标记为“市场架构”。

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