Title :
Research on wind power forecasting in wind farms
Author :
Dongmei, Zhao ; Yuchen, Zhu ; Xu, Zhang
Author_Institution :
Smart Grid Res. Inst., North China Electr. Power Univ., Beijing, China
Abstract :
Large-scale wind power synchronization will do harm to the power system safety, stable operation and electricity quality thus limiting the development scale of wind generation. Wind power forecast is one of the effective measures to solve these problems. In this paper, categories and major methods of wind power forecast are introduced and changing regularities of major factors which influence the output power is analyzed. Besides, parameters choosing, data capturing methods and data processing methods are put forward.
Keywords :
power generation planning; power generation protection; power system stability; wind power plants; data capturing method; data processing method; electricity quality; large scale wind power synchronization; power system safety; stable operation; wind farms; wind power forecasting; Autoregressive processes; Predictive models; Wind farms; Wind forecasting; Wind power generation; Wind speed; classifying method; data processing; wind power forecast;
Conference_Titel :
Power Engineering and Automation Conference (PEAM), 2011 IEEE
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-9691-4
DOI :
10.1109/PEAM.2011.6134829
