Optimal Tilt Angle and Orientation of Photovoltaic Modules Using HS Algorithm in Different Climates of China

被引:41
作者
Guo, Mian [1 ]
Zang, Haixiang [1 ,2 ]
Gao, Shengyu [3 ]
Chen, Tingji [3 ]
Xiao, Jing [3 ]
Cheng, Lexiang [3 ]
Wei, Zhinong [1 ]
Sun, Guoqiang [1 ]
机构
[1] Hohai Univ, Coll Energy & Elect Engn, Nanjing 211100, Jiangsu, Peoples R China
[2] Jiangsu Key Lab Smart Grid Technol & Equipment, Nanjing 210019, Jiangsu, Peoples R China
[3] State Grid Nanjing Power Supply Co, Nanjing 210019, Jiangsu, Peoples R China
来源
APPLIED SCIENCES-BASEL | 2017年 / 7卷 / 10期
基金
中国国家自然科学基金;
关键词
harmony search meta-heuristic algorithm; solar radiation; photovoltaic; tilt angle; orientation; GLOBAL SOLAR-RADIATION; GENETIC ALGORITHMS; OPTIMIZATION; FEASIBILITY; GENERATION; INTEGER; PV;
D O I
10.3390/app7101028
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Solar energy technologies play an important role in shaping a sustainable energy future, and generating clean, renewable, and widely distributed energy sources. This paper determines the optimum tilt angle and optimum azimuth angle of photovoltaic (PV) panels, employing the harmony search (HS) meta-heuristic algorithm. In this study, the ergodic method is first conducted to obtain the optimum tilt angle and the optimum azimuth angle in several cities of China based on the model of Julian dating. Next, the HS algorithm is applied to search for the optimum solution. The purpose of this research is to maximize the extraterrestrial radiation on the collector surface for a specific period. The sun's position is predicted by the proposed model at different times, and then solar radiation is obtained on various inclined planes with different orientations in each city. The performance of the HS method is compared with that of the ergodic method and other optimization algorithms. The results demonstrate that the tilt angle should be changed once a month, and the best orientation is usually due south in the selected cities. In addition, the HS algorithm is a practical and reliable alternative for estimating the optimum tilt angle and optimum azimuth angle of PV panels.
引用
收藏
页数:12
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