• DocumentCode
    2337686
  • Title

    The output forecast research of the wind farm based on GM-weibull wind speed distribution combined model

  • Author

    Zhu He ; Xu Jianyuan ; Wang Xiaoyu

  • Author_Institution
    Northeast Electr. Power Univ., Jilin, China
  • fYear
    2009
  • fDate
    25-27 May 2009
  • Firstpage
    2137
  • Lastpage
    2140
  • Abstract
    The grey theory is employed to establish the grey prediction-wind speed Weibull distribution model and calculate the Weibull distribution parameters according to the randomness and intermittence of the wind power output. The wind speed distribution of the wind farm and the effective wind power density are predicted accurately, the wind power and the electric fan efforts in generating capacity and other important data can be obtained according to the actual terrain wind farm wind speed data.
  • Keywords
    Weibull distribution; grey systems; wind power plants; GM-Weibull wind speed distribution combined model; electric fan; grey prediction theory; wind farm; Power generation; Power system stability; Predictive models; Weibull distribution; Wind energy; Wind energy generation; Wind farms; Wind forecasting; Wind power generation; Wind speed; GM-Weibull wind speed distribution model; output forecast; wind farm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics and Applications, 2009. ICIEA 2009. 4th IEEE Conference on
  • Conference_Location
    Xi´an
  • Print_ISBN
    978-1-4244-2799-4
  • Electronic_ISBN
    978-1-4244-2800-7
  • Type

    conf

  • DOI
    10.1109/ICIEA.2009.5138574
  • Filename
    5138574