DocumentCode
3693969
Title
Temperature based model for estimating the daily average global solar irradiation of Ibadan, Nigeria
Author
T. R. Ayodele;A. S. O. Ogunjuyigbe;E. O. Oyediran;Olorunfemi Ojo
Author_Institution
Power Energy Machine &
fYear
2015
Firstpage
1
Lastpage
5
Abstract
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-2day-1, RMSE of 2.7, MAPE of 9.34% and R of 0.68.
Keywords
"Predictive models","Mathematical model","Temperature measurement","Solar radiation","Data models","Temperature distribution","Ocean temperature"
Publisher
ieee
Conference_Titel
AFRICON, 2015
Electronic_ISBN
2153-0033
Type
conf
DOI
10.1109/AFRCON.2015.7331971
Filename
7331971
Link To Document