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Empirical Models for Estimating Global Solar Radiation over the Ashanti Region of Ghana
Author(s) -
Emmanuel Quansah,
Leonard K. Amekudzi,
Kwasi Preko,
Jeffrey Aryee,
Osei R. Boakye,
Dziewornu Boli,
Mubarick R. Salifu
Publication year - 2014
Publication title -
journal of solar energy
Language(s) - English
Resource type - Journals
eISSN - 2356-7635
pISSN - 2314-6230
DOI - 10.1155/2014/897970
Subject(s) - sunshine duration , environmental science , air temperature , empirical modelling , atmospheric sciences , meteorology , maximum temperature , range (aeronautics) , radiation , mean squared error , coefficient of determination , climatology , mathematics , geography , statistics , physics , relative humidity , materials science , geology , composite material , quantum mechanics , computer science , programming language
The performances of both sunshine and air temperature dependent models for the estimation of global solar radiation (GSR) over Ghana and other tropical regions were evaluated and a comparison assessment of the models was carried out using measured GSR at Owabi (6°45′0′′N, 1°43′0′′W) in the Ashanti region of Ghana. Furthermore, an empirical model which also uses sunshine hours and air temperature measurements from the study site and its environs was proposed. The results showed that all the models could predict very well the pattern of the measured monthly daily mean GSR for the entire period of the study. However, most of the selected models overestimated the measured GSR, except in April and November, where the empirical model using air temperature measurements underestimated the measured GSR. Nevertheless, a very good agreement was found between the measured radiations and the proposed models with a coefficient of determination within the range 0.88–0.96. The results revealed that the proposed models using sunshine hours and air temperature had the smallest values of MBE, MPE, and RMSE of −0.0102, 0.0585, and 0.0338 and −0.2973, 1.7075, and 0.9859, respectively

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