Validation of Global Solar Radiation Models on a Horizontal Surface in the Climatic Zones of Burkina
Physical Science International Journal,
The evaluation of the solar deposit is essential for the sizing of photovoltaic systems. This requires the availability of radiation data. In Burkina Faso, weather data doesn’t cover all the country. That makes that solar radiation measured are not available for the all country. Theorical methods can help about it. This paper is written to fill the gap of adapted solar models for the country. In this work, an analysis of the results provided by four models for the estimation of hourly values of global radiation on a horizontal plane was made. The radiation data for the year 2017 comes from the Burkina weather forecast. The validation of the models is carried out by a comparison between the radiation measured and that given by the various models provided by MATLAB code. The different models have been validated by several statistical indicators (RMSE and normalized MAE) and graphs for a clear sky. Scoring criteria have been established to assess the relative quality of each model. The models retained for the study are the Bird and Hulstrom model, the Davy and Hay model, the Capderou model and the Liu and Jordan model. Three sites were affected: Ouagadougou, Dori and Gaoua. We found that for some models, there is a good agreement between the measured values and those estimated by some models for the Dori site, while they are not with the values measured for the Ouagadougou and Gaoua sites. In the town of Dori, the most appropriate model for estimating solar radiation is that of Bird and Hulstrom. For the cities of Ouagadougou and Gaoua, the different models are not suitable.
- Solar radiation
- semi-empirical model
- statistical indicators
How to Cite
Bouchouicha K. Multispectral modeling of satellite images applications: Quantification of the soil-atmosphere energy balance. Department of Engineering Physics, University of Science and Technology of Oran Mohamed-Boudiaf USTOMB; 2017.
Trahi F. Prediction of global solar irradiation for the Tizi ouzou region by artificial neural networks: Application for the dimensioning of a photovoltaic installation for the supply of the LAMPA research laboratory. Thesis, Mouloud Mammeri University; 2011.
Accessed: May 26, 2021. [Online].
Coulibaly O. Contribution to the development of thermal and energy regulations for buildings in Burkina Faso: Multiparametric basic data and thermo-aeraulic modeling under CoDyBa and TRNSYS, doctoral thesis. University of Ouagadougou; 2011.
Ouédraogo S, Zongo AS, N'Zihou JF, Daho T, Béré A. Modeling of incident global solar radiation on a horizontal and inclined plane by four semi-empirical models on the site of the city of Ouagadougou. J. Phys. SOPHYS. 2020;2(2):637563744000000000.
Ouédraogo E. Determination of basic climatic data and characterization of compressed earth blocks for the study of thermal comfort in buildings in dry tropical climates. Doctoral thesis, Doctoral School of Science and Technology, University of Ouagadougou; 2015. [En line]. Available:http://pmb.univ-ouaga.bf/pmb/opac_css/index.php?lvl=notice_display&id=80341
Guengane H, et al. Contribution to the estimation of the solar potential on the ground by semi-empirical methods and based on the thermal zoning of Burkina Faso. Asian Journal of Science and Technology. December, 2019;10(12):10545-10555.
Sidibé M, Soro D, Fassinou WF, Touré S. Reconstitution of Solar Radiation on a Site of the Littoral in Cȏte D’ivoire. International Journal of Engineering Research and Technology. 2017;10(1):19-34. ISSN 0974-3154,
Saheb-koussa D, Koussa M, Belhamel M. Reconstruction of solar radiation in clear skies. Rеvuе Energ. Renewables. June 2006;9(2):91-97.
Merad née Mesri M, Cheknane A, Ilyes R. Introduction to the Algerian solar field: Theory and applications. Amar Telidji University – Laghouat- Faculty of Technology Department of Electronics.
Accessed: January 14, 2022. [Online].
(accessed January 14, 2022).
Kleissl J, Hoff T, Perez R, Renné D, Stein J. Reporting of irradiance modeling relative prediction errors. Prog. Photovoltaic. Res. Appl. Nov. 2013;21:1514.
Mesri-Merad M, Rougab I, Cheknane A, Bachari NI. Estimation of solar radiation on the ground by semi-empirical models. Renewable Energy Review. 2012;15(3):451 - 463.
Iqbal M. An introduction to solar radiation. 1st ed, Elsevier; 1983.
Bird RE, Hulstrom RL. Simplified clear sky model for direct and diffuse insolation on horizontal surfaces. Solar Energy Research Inst., United States; 1981.
Robinson G. Absorption of solar radiation by atmospheric aerosol as revealed by Measurements at the Ground. Arch. For Meteorol. Geophys. Bioklimatol. Ser. B. July. 1962;12: 19‑40.
Brahimi A. Performance study of a flat-water solar collector. Other, University of Lorraine; 2016. Consulted on: May 26, 2021. [Online].
Yettou F, Ali M, Haddadi M, Gama A. Comparative study of two models for calculating solar radiation in clear skies in Algeria. Renewable Energy Review. 2009; 12(2):331 – 346.
Guebsi R. Impact of water vapor and desert aerosols on the radiation balance and their contributions to the intensification of the thermal depression in West Africa. phd thesis, University Paris Saclay (COMUE); 2017.
Nébon B, et al. Study of aerosol impact on the solar potential available in Burkina Faso, West Africa. International Journal of Environment and Climate Change. 2019;9(5):297-310. DOI:https://doi.org/10.9734/ijecc/2019/v9i530116.
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