Spatial estimation of wind speed

作者: Mohamed A. Mohandes , Shafiqur Rehman , Syed Masiur Rahman

DOI: 10.1002/ER.1774

关键词:

摘要: SUMMARY This study utilizes Abductory Induction Mechanism to estimate the mean monthly wind speed at some locations in Saudi Arabia based on data other available recording stations addition historical target site. Wind from 20 meteorological over a period of 16 years between 1990 and 2005 was used accomplish set objective. To validate model, 19 20th location. Evaluation performed for every one locations. Results show good agreement estimated measured values. Copyright © 2010 John Wiley & Sons, Ltd.

参考文章(16)
P. M. Fonte, J. C. Quadrado, Gonçalo Xufre Silva, Wind speed prediction using artificial neural networks NN'05 Proceedings of the 6th WSEAS international conference on Neural networks. pp. 134- 139 ,(2005)
D.S. Buck, D.E. Nelson, Applying the Abductory Induction Mechanism (AIM) to the extrapolation of chaotic time series national aerospace and electronics conference. pp. 910- 915 ,(1992) , 10.1109/NAECON.1992.220486
Gerard J. Montgomery, Keith C. Drake, Abductive reasoning networks Neurocomputing. ,vol. 2, pp. 97- 104 ,(1991) , 10.1016/0925-2312(91)90055-G
Ahmet Öztopal, Artificial neural network approach to spatial estimation of wind velocity data Energy Conversion and Management. ,vol. 47, pp. 395- 406 ,(2006) , 10.1016/J.ENCONMAN.2005.05.009
P. López, R. Velo, F. Maseda, Effect of direction on wind speed estimation in complex terrain using neural networks Renewable Energy. ,vol. 33, pp. 2266- 2272 ,(2008) , 10.1016/J.RENENE.2007.12.020
Stanley J. Farlow, The GMDH Algorithm of Ivakhnenko The American Statistician. ,vol. 35, pp. 210- 215 ,(1981) , 10.1080/00031305.1981.10479358
R.E. Abdel-Aal, M.A. Elhadidy, S.M. Shaahid, Modeling and forecasting the mean hourly wind speed time series using GMDH-based abductive networks Renewable Energy. ,vol. 34, pp. 1686- 1699 ,(2009) , 10.1016/J.RENENE.2009.01.001
R. Mehra, Group method of data handling (GMDH): Review and experience conference on decision and control. ,vol. 16, pp. 29- 34 ,(1977) , 10.1109/CDC.1977.271540
Mehmet Bilgili, Besir Sahin, Abdulkadir Yasar, Application of artificial neural networks for the wind speed prediction of target station using reference stations data Renewable Energy. ,vol. 32, pp. 2350- 2360 ,(2007) , 10.1016/J.RENENE.2006.12.001