Correlations for estimation of daily global solar radiation with hours of bright sunshine in Turkey

被引:204
作者
Bakirci, Kadir [1 ]
机构
[1] Ataturk Univ, Dept Mech Engn, TR-25240 Erzurum, Turkey
关键词
Solar energy; Global solar radiation; Empirical models; Correlation; Turkey; MODELS; COEFFICIENTS; DIFFUSE; IRRADIANCE; DURATION; CLEAR;
D O I
10.1016/j.energy.2009.02.005
中图分类号
O414.1 [热力学];
学科分类号
摘要
In this study, seven different empirical equations are employed to estimate the monthly average daily global solar radiation on a horizontal surface for provinces in the different regions of Turkey, using only the relative duration of sunshine. Daily global solar radiation and sunshine measurement data collected for the provinces of Turkey are obtained from the Turkish State Meteorological Service. The regression constants of the new models developed in this study are found for the provinces of Turkey, as well as that of some models given in the literature. In order to indicate the performance of (lie models, the statistical test methods of the mean bias error (MBE), mean absolute bias error (MABE), mean relative error (MRE), root mean square error (RMSE) and correlation coefficient (r) are used. (C) 2009 Elsevier Ltd. All rights reserved.
引用
收藏
页码:485 / 501
页数:17
相关论文
共 53 条
[1]  
Akinoglu B. G., 1991, Renewable Energy, V1, P479, DOI 10.1016/0960-1481(91)90061-S
[2]   CONSTRUCTION OF A QUADRATIC MODEL USING MODIFIED ANGSTROM COEFFICIENTS TO ESTIMATE GLOBAL SOLAR-RADIATION [J].
AKINOGLU, BG ;
ECEVIT, A .
SOLAR ENERGY, 1990, 45 (02) :85-92
[3]   A FURTHER COMPARISON AND DISCUSSION OF SUNSHINE-BASED MODELS TO ESTIMATE GLOBAL SOLAR-RADIATION [J].
AKINOGLU, BG ;
ECEVIT, A .
ENERGY, 1990, 15 (10) :865-872
[4]  
Akpabio L., 2003, Turkish Journal of Physics, V27, P161
[5]   Estimated monthly average global radiation for Turkey and its comparison with observations [J].
Aksoy, B .
RENEWABLE ENERGY, 1997, 10 (04) :625-633
[6]   Estimation of monthly Angstrom-Prescott equation coefficients from measured daily data in Toledo, Spain [J].
Almorox, J ;
Benito, M ;
Hontoria, C .
RENEWABLE ENERGY, 2005, 30 (06) :931-936
[7]   Global solar radiation estimation using sunshine duration in Spain [J].
Almorox, J ;
Hontoria, C .
ENERGY CONVERSION AND MANAGEMENT, 2004, 45 (9-10) :1529-1535
[8]   Estimation of solar radiation from the number of sunshine hours [J].
Ampratwum, DB ;
Dorvlo, ASS .
APPLIED ENERGY, 1999, 63 (03) :161-167
[9]  
Angstrom A., 1924, Q J ROY METEOR SOC, V50, P121, DOI [DOI 10.1002/QJ.49705021008, 10.1002/qj.49705021008]
[10]   Global solar radiation potential, part 1: Model development [J].
Aras, Haydar ;
Balli, Ozgur ;
Hepbasli, Arif .
ENERGY SOURCES PART B-ECONOMICS PLANNING AND POLICY, 2006, 1 (03) :303-315