Title :
Wind Power Prediction Considering the Layout of the Wind Turbines and Wind Direction
Author :
Chen Xiang ; Wang Fu-Jun ; Liu Tian-qi ; Chen Zhen-Huan ; Li Xiao-Hu ; Guan Tie-Ying ; Fu Suilin ; Fu Zheng
Author_Institution :
Sch. of Electr. Eng. & Inf., Sichuan Univ., Chengdu, China
Abstract :
It Points out that when the wind farms are undertaking the short-term forecast, wind power will be all crew for a machine to equivalent the whole prediction of the deficiencies, and through the forecast of the contrast, it proves the influence of the overall prediction power according to the units in different layouts .Considering the wind power prediction, the established prediction model of wind farms super short term is be tested by the example, which improves that wind speed has greater influence on the overall power output and it is important to predict the wind direction when predict the speed in order to improve the prediction precision of power.
Keywords :
power generation planning; wind power plants; short term forecast; wind direction; wind power prediction; wind turbine layout; Layout; Poles and towers; Wind farms; Wind forecasting; Wind power generation; Wind speed; Wind turbines;
Conference_Titel :
Power and Energy Engineering Conference (APPEEC), 2012 Asia-Pacific
Conference_Location :
Shanghai
Print_ISBN :
978-1-4577-0545-8
DOI :
10.1109/APPEEC.2012.6307514