DocumentCode
482208
Title
The Analysis and Improvement of the Price Forecast Model Based on Fractal Theory
Author
Herui Cui ; Li Yang
Author_Institution
Dept. of Econ. & Manage., North China Electr. Power Universiy, Baoding
Volume
1
fYear
2009
fDate
22-24 Jan. 2009
Firstpage
395
Lastpage
399
Abstract
This paper discusses the basic principle of the fractal theory and the basic thinking of how to use it to forecast the electricity price, then build electricity price forecasting model and make a analysis on the prediction error to put forward improvement. Before the application of fractal mode in the price forecast field, there is a need to do R/S analysis of the data series to derive its index Hurst; And in forecast process, use variable dimension fractal parameters calculated by curve fitting technique instead of constant dimension fractal parameters.
Keywords
curve fitting; forecasting theory; fractals; power markets; power system economics; pricing; R/S analysis method; curve fitting technique; electricity price forecast model; fractal theory; prediction error analysis; variable dimension fractal parameter; Computational geometry; Economic forecasting; Forward contracts; Fractals; Power engineering computing; Power generation economics; Power system economics; Power system modeling; Predictive models; Technology forecasting; Fractal Theory; Price Forecast Model;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Engineering and Technology, 2009. ICCET '09. International Conference on
Conference_Location
Singapore
Print_ISBN
978-1-4244-3334-6
Type
conf
DOI
10.1109/ICCET.2009.75
Filename
4769495
Link To Document