迈向统一的欧洲电力市场:数据挖掘对支持现实模拟研究的贡献

T. Pinto, Gabriel Santos, Ivo F. Pereira, Ricardo Fernandes, T. Sousa, Isabel Praça, Z. Vale, H. Morais
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引用次数: 2

摘要

世界范围内的电力市场已经演变成区域性甚至是洲际规模。其主要原因之一是,在可再生能源发电超出当地需求的地方有效利用可再生能源发电。这种演变的一个参考案例是欧洲电力市场,其中各国相互连接,并创建了几个区域市场,每个区域市场由几个国家组成,并支持大量电能的交易。多年来,电力市场经历了不断的变革,因此需要使用仿真平台来支持运营商、监管机构和相关参与者理解和处理这种复杂的环境。本文重点展示了真实电力市场数据对于创建逼真的模拟场景的优势,这使得研究电力市场转型将给参与国带来的影响和影响成为可能。本文以MASCEM (Multi-Agent System for Competitive Electricity Markets)为例,基于真实数据,模拟了欧洲电力市场环境,并比较了其在几种不同市场机制下的表现。
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Towards a unified European electricity market: The contribution of data-mining to support realistic simulation studies
Worldwide electricity markets have been evolving into regional and even continental scales. The aim at an efficient use of renewable based generation in places where it exceeds the local needs is one of the main reasons. A reference case of this evolution is the European Electricity Market, where countries are connected, and several regional markets were created, each one grouping several countries, and supporting transactions of huge amounts of electrical energy. The continuous transformations electricity markets have been experiencing over the years create the need to use simulation platforms to support operators, regulators, and involved players for understanding and dealing with this complex environment. This paper focuses on demonstrating the advantage that real electricity markets data has for the creation of realistic simulation scenarios, which allow the study of the impacts and implications that electricity markets transformations will bring to the participant countries. A case study using MASCEM (Multi-Agent System for Competitive Electricity Markets) is presented, with a scenario based on real data, simulating the European Electricity Market environment, and comparing its performance when using several different market mechanisms.
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