Title :
Assessment of the accuracy of electricity price forecasts on the basis of a mixed deterministic-probabilistic approach
Author :
Benini, Michele ; Canazza, V. ; Marracci, Mirko ; Pelacchi, Paolo ; Poli, D.
Author_Institution :
CESI T&D Networks, Milan
Abstract :
Nowadays it is essential for an electricity market player to have not only tools for price forecasting, but also methods for quantifying the accuracy of such forecasts, in order to perform an optimum risk management of his physical/financial portfolio. This paper proposes a simple method to assess the accuracy of electricity price forecasts, based on the probability distributions of the main factors affecting the price. In particular, the method consists in the identification of the main drivers of the electricity spot price, the estimation of their probability distributions and finally their combination in order to determine the probability distribution of the corresponding electricity price. The sensitivity analysis between the price and its drivers is carried out by means of a deterministic electricity market simulator. The validity of the proposed methodology has been tested on the present scenario of the Italian electricity market (year 2004).
Keywords :
investment; power markets; power system economics; pricing; risk management; sensitivity analysis; statistical distributions; supply and demand; deterministic electricity market simulator; electricity market; electricity price forecasts; electricity spot price; mixed deterministic-probabilistic approach; optimum risk management; physical-financial portfolio; price forecasting; probability distributions; sensitivity analysis; Analytical models; Dispatching; Economic forecasting; Electricity supply industry; Fuels; Power markets; Probability distribution; Risk management; Sensitivity analysis; Supply and demand; Electricity Spot Price; Probability Distribution; Risk Management; Sensitivity Analysis;
Conference_Titel :
Power Tech, 2005 IEEE Russia
Conference_Location :
St. Petersburg
Print_ISBN :
978-5-93208-034-4
Electronic_ISBN :
978-5-93208-034-4
DOI :
10.1109/PTC.2005.4524618