Contour maps for sunshine ratio for Oman using radial basis function generated data

被引:15
作者
Jervase, JA
Al-Lawati, A
Dorvlo, ASS
机构
[1] Sultan Qaboos Univ, Coll Sci, Dept Math & Stat, Muscat 123, Oman
[2] Sultan Qaboos Univ, Coll Engn, Dept Informat Engn, Muscat 123, Oman
关键词
D O I
10.1016/S0960-1481(02)00035-6
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Contour maps for sunshine hours and sunshine ratios for Oman have been generated. The data to generate these maps were obtained using an RBF neural network model. This model estimates sunshine hours and ratios for a given point based on its latitude, longitude, altitude and month of the year. Data from 25 locations were used to plot the contour maps. These maps provide a needed reference for the spatial distribution of sunshine hours and sunshine ratios on a monthly basis for the whole of Oman from which estimates can be made for any location. (C) 2002 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:487 / 497
页数:11
相关论文
共 11 条
[1]  
Demuth H., 1998, NEURAL NETWORK TOOLB
[2]   Summary climatic data for solar technology development in Oman [J].
Dorvlo, ASS ;
Ampratwum, DB .
RENEWABLE ENERGY, 1998, 14 (1-4) :255-262
[3]  
Duffie J.A., 2006, SOLAR ENG THERMAL PR, VThird
[4]  
Fausett L. V., 1993, FUNDAMENTALS NEURAL
[5]  
Haykin S., 1994, NEURAL NETWORKS COMP, V5, P363, DOI [10.1142/S0129065794000372, DOI 10.1142/S0129065794000372]
[6]  
KLERFORS D, 1998, ARTIFICIAL NEURAL NE
[7]  
Kung SY, 1993, DIGITAL NEURAL NETWO
[8]   Use of radial basis functions for estimating monthly mean daily solar radiation [J].
Mohandes, M ;
Balghonaim, A ;
Kassas, M ;
Rehman, S ;
Halawani, TO .
SOLAR ENERGY, 2000, 68 (02) :161-168
[9]  
*OM MIN COMM, 1996, ANN CLIM SUMM
[10]   Univariate and multivariate forecasting of hourly solar radiation with artificial intelligence techniques [J].
Sfetsos, A ;
Coonick, AH .
SOLAR ENERGY, 2000, 68 (02) :169-178