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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Main Authors: Mian Guo, Haixiang Zang, Shengyu Gao, Tingji Chen, Jing Xiao, Lexiang Cheng, Zhinong Wei, Guoqiang Sun
Format: Article
Language:English
Published: MDPI AG 2017-10-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/7/10/1028
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spelling 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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