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
Link To Document