Empirical correlation of estimating global solar radiation using meteorological parameters

被引：35
|
作者：
Kirmani, Sheeraz [1 ]
Jamil, Majid [1 ]
Rizwan, M. [2 ]
机构：
[1] Jamia Millia Islamia, Dept Elect Engn, New Delhi, India
[2] Delhi Technol Univ, Dept Elect Engn, Delhi, India
来源：
INTERNATIONAL JOURNAL OF SUSTAINABLE ENERGY | 2015年 / 34卷 / 05期
关键词：
global solar radiation; meteorological parameter; multiple linear regression; statistical indicator; regression equation;
D O I：
10.1080/14786451.2013.826222
中图分类号：
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号：
0807 ; 0820 ;
摘要：
An empirical model for the estimation of solar energy on the basis of Angstrom's model is proposed in this work. Seven regression equations are developed by using different meteorological parameters such as mean sunshine duration per hour, temperature, relative humidity, wind speed, and rainfall. The performance of the model is determined on the basis of statistical indicators like correlation coefficient(r), coefficient of determination (R-2), root mean square error (RMSE), mean percentage error (MPE), and mean bias error (MBE). The results show that the equation with the highest value of r, R-2 and the least value of RMSE, MPE, and MBE provides better results.
引用
收藏
页码：327 / 339
页数：13
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