Equilibrium simulation of the Nordic electricity spot price

M. Fuglerud, K. E. Vedahl, Stein-Erik Fleten
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引用次数: 10

Abstract

We develop a bottom-up, midterm model for the Nord Pool system price. Models for consumption, generation and exchange are combined using a market equilibrium approach. Scenarios for the most influential stochastic factors are created using statistical models. Forecasted price scenarios yield an indication on the expected future system price, and the uncertainty in future prices. Compared to stochastic dynamic programming based models, we use an empirical function to approximate the water value, with a possible benefit in terms of computational effort. In addition to providing a picture of the price distribution, the model can be applied to learn about the impact of fundamental variables. In particular, we study the relative influence of each of the stochastic factors. The performance of the model is evaluated in numerical examples over a two-year forecast period. Overall, we conclude the model provides realistic forecasts of the system price and its distribution. The performance under normal market conditions may deviate from our results, due to the extraordinary drop in fuel prices caused by the financial crisis.
北欧电力现货价格的均衡模拟
我们为北池系统的价格开发了一个自下而上的中期模型。使用市场均衡方法将消费、发电和交换模型结合起来。使用统计模型创建最具影响力的随机因素的情景。预测的价格情景产生了对预期的未来系统价格和未来价格的不确定性的指示。与基于随机动态规划的模型相比,我们使用经验函数来近似水值,在计算工作量方面可能有好处。除了提供价格分布的图片外,该模型还可以用于了解基本变量的影响。特别地,我们研究了每个随机因素的相对影响。通过两年预测期的数值算例对模型的性能进行了评价。总的来说,我们得出结论,该模型提供了系统价格及其分布的现实预测。在正常市场条件下的表现可能会偏离我们的结果,因为金融危机导致燃料价格大幅下跌。
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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