Title :
Analysis of the Nonlinear Response of Electricity Prices to Fundamental and Strategic Factors
Author :
Chen, Dipeng ; Bunn, Derek W.
Author_Institution :
London Bus. Sch., London, UK
fDate :
5/1/2010 12:00:00 AM
Abstract :
This paper seeks to characterize the nonlinear effects of exogenous factors on wholesale electricity price formation. Using a special type of regime-switching, the logistic smooth transition regression model, we capture the mean-reverting and spiky characteristics of spot prices, and at the same time, estimate their rather complex relationships to fundamentals. We show that for different trading periods within the day, prices can be a function of fundamentally different drivers. In addition to including the usual fuel price, demand and reserve margin drivers, this analysis tests whether a market concentration variable is as significant in the high-frequency context as it is known to be over the longer term. The analysis is also innovative in testing the nonlinear influence of carbon emission trading.
Keywords :
environmental economics; power markets; power system economics; regression analysis; carbon emission trading; exogenous factors; fuel price; logistic smooth transition regression model; nonlinear response analysis; regime-switching; reserve margin drivers; trading periods; wholesale electricity price formation; Electricity; market power; nonlinear models; regime switching; spot prices;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2009.2035129