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An econometric model for intraday electricity trading
Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences ( IF 5 ) Pub Date : 2021-06-07 , DOI: 10.1098/rsta.2019.0624
Marcel Kremer 1 , Rüdiger Kiesel 1, 2 , Florentina Paraschiv 3, 4
Affiliation  

This paper develops an econometric price model with fundamental impacts for intraday electricity markets of 15-min contracts. A unique dataset of intradaily updated forecasts of renewable power generation is analysed. We use a threshold regression model to examine how 15-min intraday trading depends on the slope of the merit order curve. Our estimation results reveal strong evidence of mean reversion in the price formation mechanism of 15-min contracts. Additionally, prices of neighbouring contracts exhibit strong explanatory power and a positive impact on prices of a given contract. We observe an asymmetric effect of renewable forecast changes on intraday prices depending on the merit-order-curve slope. In general, renewable forecasts have a higher explanatory power at noon than in the morning and evening, but price information is the main driver of 15-min intraday trading.

This article is part of the theme issue ‘The mathematics of energy systems’.



中文翻译:

日内电力交易的计量经济学模型

本文开发了一个对 1​​5 分钟合约的日内电力市场具有基本影响的计量经济学价格模型。分析了可再生能源发电每日更新预测的独特数据集。我们使用阈值回归模型来检查 15 分钟的日内交易如何取决于优先顺序曲线的斜率。我们的估计结果揭示了 15 分钟合约价格形成机制中均值回归的有力证据。此外,相邻合同的价格表现出很强的解释力,并对给定合同的价格产生积极影响。我们观察到可再生能源预测变化对日内价格的不对称影响,具体取决于优先顺序曲线斜率。总的来说,可再生预报在中午比早上和晚上有更高的解释力,

这篇文章是主题问题“能量系统的数学”的一部分。

更新日期:2021-06-07
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