DocumentCode :
1940916
Title :
Solar radiation data analysis by using Daubechies wavelets
Author :
Karim, Samsul Ariffin Abdul ; Singh, Balbir Singh Mahinder ; Razali, Radzuan ; Yahya, Noorhana ; Karim, Bakri Abdul
Author_Institution :
Fundamental & Appl. Sci. Dept., Univ. Teknol. Petronas, Tronoh, Malaysia
fYear :
2011
fDate :
25-27 Nov. 2011
Firstpage :
571
Lastpage :
574
Abstract :
The aim of this paper is to study the possibility of using wavelet transform method for solar radiation data compression. The Daubechies wavelets were utilized for analyzing the transient nature of solar radiation. The measured solar radiation was subjected to the wavelets techniques for smoothing and filtering of data that was decomposed up to level 5. The findings from this study show that the Daubechies wavelets method can be used for filtering and smoothing of solar radiation. The results presented indicate that Daubechies 10 (D10) wavelet approach is suitable for data filtering and smoothing of the solar radiation data.
Keywords :
data compression; smoothing methods; solar power; solar radiation; wavelet transforms; Daubechies wavelets; data filtering; data smoothing; solar radiation data analysis; solar radiation data compression; wavelet transform method; Equations; Mathematical model; Solar energy; Solar radiation; Terrestrial atmosphere; Wavelet transforms; Daubechies wavelets; solar radiation; wavelet transform;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control System, Computing and Engineering (ICCSCE), 2011 IEEE International Conference on
Conference_Location :
Penang
Print_ISBN :
978-1-4577-1640-9
Type :
conf
DOI :
10.1109/ICCSCE.2011.6190591
Filename :
6190591
Link To Document :
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