Title :
Equilibrium simulation of the Nordic electricity spot price
Author :
Fuglerud, Marius ; Vedahl, Knut Erik ; Fleten, Stein-Erik
Author_Institution :
Norwegian Univ. of Sci. & Technol., Trondheim, Norway
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.
Keywords :
approximation theory; dynamic programming; load forecasting; power distribution economics; power markets; pricing; stochastic processes; Nord Pool system price; Nordic electricity spot price equilibrium simulation; financial crisis; forecasted price scenarios; fuel prices; market equilibrium approach; price distribution; statistical models; stochastic dynamic programming based models; stochastic factors; two-year forecast period; water value approximation; Cogeneration; Electricity; Fuels; Reservoirs; Snow; Stochastic processes; Power system economics; Sobol sequence; bootstrapping; electricity prices; fuel uncertainty; heating degree days; partial equilibrium; snow reservoirs; unit outage uncertainty; wind uncertainty;
Conference_Titel :
European Energy Market (EEM), 2012 9th International Conference on the
Conference_Location :
Florence
Print_ISBN :
978-1-4673-0834-2
Electronic_ISBN :
978-1-4673-0832-8
DOI :
10.1109/EEM.2012.6254696