A simplified calibrated model for estimating daily global solar radiation in Madinah, Saudi Arabia

被引:0
|
作者
M. Benghanem
A. Mellit
机构
[1] Taibah University,Department of Physics, Faculty of Science
[2] Jijel University,Faculty of Science and Technology, Renewable Energy Laboratory
[3] International Centre of Theoretical Physics (ICTP),undefined
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关键词
Solar Radiation; Root Mean Square Error; Saudi Arabia; Mean Absolute Error; Empirical Coefficient;
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摘要
Solar radiation is the most important parameter in defining the energy budget at the surface thereby influencing the hydroclimate. Several empirical models based on air temperature are developed and used in several decision-making needs such as agriculture and energy sector. However, a calibration against direct observations is a priori for implementing such models. A calibrated model is developed for Saudi Arabia (Madinah) based on observations during 2007–2011. The model \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$ \left( {\mathrm{Rs}=A+B\cdot \mathrm{R}{{\mathrm{s}}_0}{{{\left( {{T_{\max }}-{T_{\min }}} \right)}}^C}} \right) $$\end{document} is used to estimate daily solar radiation and results show a correlation coefficient of 0.94. The calibrated model outperforms the uncalibrated model available for this location. To increase the confidence, the calibrated model is also compared with a simple artificial neural network.
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页码:197 / 205
页数:8
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