A spot-forward model for electricity prices with regime shifts

被引:48
作者
Paraschiv, Florentina [1 ]
Fleten, Stein-Erik [2 ]
Schuerle, Michael [1 ]
机构
[1] Univ St Gallen, Inst Operat Res & Computat Finance, St Gallen, Switzerland
[2] Norwegian Univ Sci & Technol, Dept Ind Econ & Technol Management, N-7034 Trondheim, Norway
关键词
Electricity prices; Regime-switching model; Negative prices; Spikes; Price forward curves; CURVES; POWER;
D O I
10.1016/j.eneco.2014.11.003
中图分类号
F [经济];
学科分类号
02 ;
摘要
We propose a novel regime-switching approach for electricity prices in which simulated and forecasted prices are consistent with currently observed forward prices. Additionally, the model is able to reproduce spikes and negative prices. We distinguish between a base regime as well as upper and lower spike regimes. We derive hourly price forward curves for EEX Phelix, and together with historical hourly spot prices, historical hourly price forward curves are the basis for model calibration. The model can be used for simulation and forecasting of electricity spot prices over short- and medium-term horizons. Tests imply that it shows a better performance than classical time series approaches. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:142 / 153
页数:12
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