Title :
A 2 dimensional solar radiation model
Author :
Fatih Onur Hocaoglu;Omer Nezih Gerek;Mehmet Kurban
Author_Institution :
Elektrik ve Elektronik M?hendisli?i B?l?m?, Anadolu ?niversitesi, Turkey
fDate :
4/1/2008 12:00:00 AM
Abstract :
In this study solar radiation data obtained from Eskisehir region is mathematically modeled using a two dimentional (2D) approach. The approach and model is novel in the literature of solar radiation modeling. The analysis is based on mathematical behavior of hourly and daily behavioral cross-sections of the 2D data. It is observed that the deviation of the hourly data within a day exhibits a Gaussian shape, and the deviation of daily data in the year has a sinusoidal behavior. The hourly behaviour of daily data is tested by single and double Gaussian source models, whereas the daily behavior of yearly data is only modeled using sinusoidal function. By this way two different equations corresponding two different surfaces are obtained. It is concluded that single-source Gaussian surface represents the data more accurate than two dimentional Gasussian surface. Consequently, a very simple but an accurate 2D model is obtained for solar radiation data.
Keywords :
"Data models","Solar radiation","Mathematical model","Predictive models","Solar energy","Computational modeling","Artificial neural networks"
Conference_Titel :
Signal Processing, Communication and Applications Conference, 2008. SIU 2008. IEEE 16th
Print_ISBN :
978-1-4244-1998-2
DOI :
10.1109/SIU.2008.4632560