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The Forecasting Procedure for Long-Term Wind Speed in the Zhangye Area
Joint Authors
Dong, Yao
Wang, Jianzhou
Lu, Haiyan
Guo, Zhenhai
Source
Mathematical Problems in Engineering
Issue
Vol. 2010, Issue 2010 (31 Dec. 2010), pp.1-17, 17 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2010-12-27
Country of Publication
Egypt
No. of Pages
17
Main Subjects
Abstract EN
Energy crisis has made it urgent to find alternative energy sources for sustainable energy supply; wind energy is one of the attractive alternatives.
Within a wind energy system, the wind speed is one key parameter; accurately forecasting of wind speed can minimize the scheduling errors and in turn increase the reliability of the electric power grid and reduce the power market ancillary service costs.
This paper proposes a new hybrid model for long-term wind speed forecasting based on the first definite season index method and the Autoregressive Moving Average (ARMA) models or the Generalized Autoregressive Conditional Heteroskedasticity (GARCH) forecasting models.
The forecasting errors are analyzed and compared with the ones obtained from the ARMA, GARCH model, and Support Vector Machine (SVM); the simulation process and results show that the developed method is simple and quite efficient for daily average wind speed forecasting of Hexi Corridor in China.
American Psychological Association (APA)
Guo, Zhenhai& Dong, Yao& Wang, Jianzhou& Lu, Haiyan. 2010. The Forecasting Procedure for Long-Term Wind Speed in the Zhangye Area. Mathematical Problems in Engineering،Vol. 2010, no. 2010, pp.1-17.
https://search.emarefa.net/detail/BIM-490379
Modern Language Association (MLA)
Guo, Zhenhai…[et al.]. The Forecasting Procedure for Long-Term Wind Speed in the Zhangye Area. Mathematical Problems in Engineering No. 2010 (2010), pp.1-17.
https://search.emarefa.net/detail/BIM-490379
American Medical Association (AMA)
Guo, Zhenhai& Dong, Yao& Wang, Jianzhou& Lu, Haiyan. The Forecasting Procedure for Long-Term Wind Speed in the Zhangye Area. Mathematical Problems in Engineering. 2010. Vol. 2010, no. 2010, pp.1-17.
https://search.emarefa.net/detail/BIM-490379
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-490379