• 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