Temperature Based Model for Estimating the Daily Average Global Solar Irradiation of Ibadan, Nigeria

被引：0

作者：

Ayodele, T. R. ^{[1
]}

Ogunjuyigbe, A. S. O. ^{[1
]}

Oyediran, E. O. ^{[1
]}

Ojo, Olorunfemi ^{[2
,3
]}

机构：

[1] Univ Ibadan, Elect & Elect Engn Dept, Power Energy Machine & Dr Res Grp, Ibadan, Nigeria

[2] Tennessee Technol Univ, Dept Elect & Comp Engn, Energy Syst Res Ctr, Cookeville, TN 38505 USA

[3] Univ KwaZulu Natal, Eskom Ctr Excellence HVDC Engn, Durban, South Africa

来源：

PROCEEDINGS OF THE 2015 12TH IEEE AFRICON INTERNATIONAL CONFERENCE - GREEN INNOVATION FOR AFRICAN RENAISSANCE (AFRICON) | 2015年

关键词：

temperature based model; global solar radiation; empirical constant; extraterrestrial radiation; Ibadan; RADIATION;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

This paper presents the temperature based models for predicting the daily average global solar radiation of Ibadan. The data used in developing the models consist of daily average global solar radiation, minimum and maximum daily average temperature collected over a period of 9 years at International Institute of Tropical Agriculture (IITA) located in Ibadan. Different variations of temperature model are derived and compared. The suitability of the models is ascertained using standard statistical tests: Mean Bias Error (MBE), Root Mean Square Error (RMSE), Mean Percentage Error (MPE), and Correlation Coefficient (R). One of the key results shows that a quadratic temperature model present the overall best model for predicting the global solar radiation of Ibadan with MBE of 1.86 MJm(-2)day(-1), RMSE of 2.7, MAPE of 9.34% and R of 0.68.

引用

页数：5

共 50 条

[31] Evaluation of global and diffuse solar irradiation in Ibadan from specific humidity and relative sunshine
Layi Fagbenle, R., 1600, Publ by Ambient Press Ltd, Lutterworth (15):
[32] Estimating Daily Global Solar Radiation with No Meteorological Data in Poland
Kleniewska, Malgorzata
Mitrowska, Dorota
Wasilewicz, Michal
APPLIED SCIENCES-BASEL, 2020, 10 (03):
[33] Estimating daily global solar radiation by day of the year in Algeria
Aoun, Nouar
Bouchouicha, Kada
EUROPEAN PHYSICAL JOURNAL PLUS, 2017, 132 (05): : 1 - 12
[34] Estimating daily global solar radiation by day of the year in Algeria
Nouar Aoun
Kada Bouchouicha
The European Physical Journal Plus, 132
[35] Estimating daily global solar radiation by day of year in China
Li, Huashan
Ma, Weibin
Lian, Yongwang
Wang, Xianlong
APPLIED ENERGY, 2010, 87 (10) : 3011 - 3017
[36] An optimized deep learning based hybrid model for prediction of daily average global solar irradiance using CNN SLSTM architecture
Mariappan, Yuvaraj
Ramasamy, Karthikeyan
Velusamy, Durgadevi
SCIENTIFIC REPORTS, 2025, 15 (01):
[37] Functional fuzzy approach for forecasting daily global solar irradiation
St Boata, Remus
Gravila, Paul
ATMOSPHERIC RESEARCH, 2012, 112 : 79 - 88
[38] Sunshine-based model for estimating global solar radiation in China
School of Energy and Power Engineering, Xi'an Jiaotong University, Xi'an 710049, China
Harbin Gongye Daxue Xuebao, 2006, 6 (925-927):
[39] A hybrid model for estimating global solar radiation
Yang, K
Huang, GW
Tamai, N
SOLAR ENERGY, 2001, 70 (01) : 13 - 22
[40] Machine Learning Versus Empirical Models to Predict Daily Global Solar Irradiation in an Average Year: Homogeneous Parallel Ensembles Prevailed
De Souza, Keith
JOURNAL OF SOLAR ENERGY ENGINEERING-TRANSACTIONS OF THE ASME, 2025, 147 (01):

← 1 2 3 4 5 →