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An econometric model for intraday electricity trading

Marcel Kremer, Rüdiger Kiesel, Florentina Paraschiv

2021Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences31 citationsDOIOpen Access PDF

Abstract

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'.

Topics & Concepts

EconomicsEconometricsMean reversionExplanatory powerOrder (exchange)Renewable energyElectricityEconometric modelFinancial economicsEpistemologyPhilosophyElectrical engineeringEngineeringFinanceElectric Power System OptimizationEnergy Efficiency and ManagementSmart Grid Energy Management