DocumentCode :
3529316
Title :
Optimal tilt angle for PV modules considering the uncertainty of temperature and solar radiation
Author :
Ying-Pin Chang ; Lieh-Dai Yang
Author_Institution :
Dept. of Electr. Eng., Nan Kai Univ. of Technol., Nantou, Taiwan
fYear :
2012
fDate :
11-14 Nov. 2012
Firstpage :
1
Lastpage :
6
Abstract :
This paper presents the hybrid differential evolution (HDE) in determining the tilt angle for photovoltaic (PV) modules. First, a Taguchi experiment was used to perform an efficient experimental design and analyze the robustness of the tilt angles for fixed south-facing PV modules. Following, the results from the Taguchi experiment were used as the initial data. Finally, the HDE method was applied to obtain a robust tilt angle setting of the tilt angle of PV modules with continuous variables. The objective is to maximize the electrical energy of the modules. In this study, three Taiwanese areas were selected for analysis. However, since temperature and solar radiation are fluctuating conditions in Taiwan, this paper presents the concepts of expectation and standard deviation to shows the probability distributions. The position of the sun at any time and location was predicted by the mathematical procedure of Julian dating; then, the solar irradiation was obtained at each site under a clear sky. To confirm the computer simulation results, experimental system are conducted for determining the optimal tilt angle of the modules. Finally, the results show that the seasonal optimum angle is 26.4° for February-March-April; -9.42° for May-June-July, 21.30° for August-September-October and 48.11° from November-December-January in the Taiwan area.
Keywords :
Taguchi methods; evolutionary computation; photovoltaic power systems; solar radiation; statistical distributions; HDE method; PV module; Taguchi experiment; continuous variable; hybrid differential evolution; optimal tilt angle; photovoltaic module; probability distribution; solar radiation uncertainty; standard deviation; temperature uncertainty; Orbits; Robustness; Sociology; Solar radiation; Statistics; Temperature distribution; Temperature measurement; Taguchi; hybrid differential evolution; photovoltaic; probability distributions; tilt angle;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Renewable Energy Research and Applications (ICRERA), 2012 International Conference on
Conference_Location :
Nagasaki
Print_ISBN :
978-1-4673-2328-4
Electronic_ISBN :
978-1-4673-2329-1
Type :
conf
DOI :
10.1109/ICRERA.2012.6477411
Filename :
6477411
Link To Document :
بازگشت