DocumentCode
3090926
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
Volume
1
fYear
2011
fDate
8-9 Sept. 2011
Firstpage
175
Lastpage
178
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Power Engineering and Automation Conference (PEAM), 2011 IEEE
Conference_Location
Wuhan
Print_ISBN
978-1-4244-9691-4
Type
conf
DOI
10.1109/PEAM.2011.6134829
Filename
6134829
Link To Document