Optimal Tilt Angle and Orientation of Photovoltaic Modules Using HS Algorithm in Different Climates of China
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-...
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doaj-16b79648fc9a45c5862cee3f2bb5cc912020-11-24T20:48:26ZengMDPI AGApplied Sciences2076-34172017-10-01710102810.3390/app7101028app7101028Optimal Tilt Angle and Orientation of Photovoltaic Modules Using HS Algorithm in Different Climates of ChinaMian Guo0Haixiang Zang1Shengyu Gao2Tingji Chen3Jing Xiao4Lexiang Cheng5Zhinong Wei6Guoqiang Sun7College of Energy and Electrical Engineering, Hohai University, Nanjing 211100, ChinaCollege of Energy and Electrical Engineering, Hohai University, Nanjing 211100, ChinaState Grid Nanjing power supply company, Nanjing 210019, ChinaState Grid Nanjing power supply company, Nanjing 210019, ChinaState Grid Nanjing power supply company, Nanjing 210019, ChinaState Grid Nanjing power supply company, Nanjing 210019, ChinaCollege of Energy and Electrical Engineering, Hohai University, Nanjing 211100, ChinaCollege of Energy and Electrical Engineering, Hohai University, Nanjing 211100, ChinaSolar 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.https://www.mdpi.com/2076-3417/7/10/1028harmony search meta-heuristic algorithmsolar radiationphotovoltaictilt angleorientation |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Mian Guo Haixiang Zang Shengyu Gao Tingji Chen Jing Xiao Lexiang Cheng Zhinong Wei Guoqiang Sun |
spellingShingle |
Mian Guo Haixiang Zang Shengyu Gao Tingji Chen Jing Xiao Lexiang Cheng Zhinong Wei Guoqiang Sun Optimal Tilt Angle and Orientation of Photovoltaic Modules Using HS Algorithm in Different Climates of China Applied Sciences harmony search meta-heuristic algorithm solar radiation photovoltaic tilt angle orientation |
author_facet |
Mian Guo Haixiang Zang Shengyu Gao Tingji Chen Jing Xiao Lexiang Cheng Zhinong Wei Guoqiang Sun |
author_sort |
Mian Guo |
title |
Optimal Tilt Angle and Orientation of Photovoltaic Modules Using HS Algorithm in Different Climates of China |
title_short |
Optimal Tilt Angle and Orientation of Photovoltaic Modules Using HS Algorithm in Different Climates of China |
title_full |
Optimal Tilt Angle and Orientation of Photovoltaic Modules Using HS Algorithm in Different Climates of China |
title_fullStr |
Optimal Tilt Angle and Orientation of Photovoltaic Modules Using HS Algorithm in Different Climates of China |
title_full_unstemmed |
Optimal Tilt Angle and Orientation of Photovoltaic Modules Using HS Algorithm in Different Climates of China |
title_sort |
optimal tilt angle and orientation of photovoltaic modules using hs algorithm in different climates of china |
publisher |
MDPI AG |
series |
Applied Sciences |
issn |
2076-3417 |
publishDate |
2017-10-01 |
description |
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. |
topic |
harmony search meta-heuristic algorithm solar radiation photovoltaic tilt angle orientation |
url |
https://www.mdpi.com/2076-3417/7/10/1028 |
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