A Framework for Agent-Based Electricity Markets: Preliminary Report

F. Lopes, H. Coelho, J. Santana
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引用次数: 2

Abstract

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.
基于主体的电力市场框架:初步报告
电力行业已经发展到开放市场,促进供应商之间的竞争,并为消费者提供服务选择。然而,大多数能源市场(EMs)在设计时没有考虑到交易电力的很大一部分可能来自可再生能源,并且可能需要修改才能继续有效运作。基于智能体的建模和仿真(ABMS)是一种很有前途的方法,可以准确地对EMs的行为进行建模。本文声称,开发一个概念性框架来定义使用软件代理建模和模拟EMs所需的关键特性,可以是评估该领域进展和突出新探索途径的重要一步。作为这个方向的第一步,它描述了一个维度类别,被标记为“市场架构”,一个基于代理的电力市场的概念框架。
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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