基于PSO技术的光伏系统MPPT设计

Muhammad Nur Syahid Khairi, N. A. Bakhari, A. Samat, N. Kamarudin, Mohd Huzaimi Md Hussin, A. I. Tajudin
{"title":"基于PSO技术的光伏系统MPPT设计","authors":"Muhammad Nur Syahid Khairi, N. A. Bakhari, A. Samat, N. Kamarudin, Mohd Huzaimi Md Hussin, A. I. Tajudin","doi":"10.1109/ICPEA56918.2023.10093161","DOIUrl":null,"url":null,"abstract":"This paper aims to design the MPPT technique using the Particle Swarm Optimization (PSO) method to track the maximum power at the photovoltaic (PV) system. The direct current (DC)-DC buck converter is used to control the solar PV power. The buck converter operates in both MPPT mode and voltage control mode. The voltage control mode is used only when load power is greater than the maximum power generated by the solar PV plant given the incident irradiance and panel temperature. First, the buck converter was designed based on the specification of the PV panel, and then the design will be modeled using Matlab/Simulink software. After that, the PSO method’s MPPT technique was designed and implemented in the system to track the maximum power. Based on the results obtained, it was found that the PSO parameter had an important effect on the accuracy of the system. The power point of the PV system can be tracked on constant and variations values of irradiances. From the result obtained, it can be concluded that the efficiency of the PSO to track the maximum power is more than 90 % at 200 W/m2 and 700 W/m2 of irradiance. While at 1000 W/m2 the efficiency to track the maximum power is less than 90 %.","PeriodicalId":297829,"journal":{"name":"2023 IEEE 3rd International Conference in Power Engineering Applications (ICPEA)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"MPPT Design Using PSO Technique for Photovoltaic System\",\"authors\":\"Muhammad Nur Syahid Khairi, N. A. Bakhari, A. Samat, N. Kamarudin, Mohd Huzaimi Md Hussin, A. I. Tajudin\",\"doi\":\"10.1109/ICPEA56918.2023.10093161\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper aims to design the MPPT technique using the Particle Swarm Optimization (PSO) method to track the maximum power at the photovoltaic (PV) system. The direct current (DC)-DC buck converter is used to control the solar PV power. The buck converter operates in both MPPT mode and voltage control mode. The voltage control mode is used only when load power is greater than the maximum power generated by the solar PV plant given the incident irradiance and panel temperature. First, the buck converter was designed based on the specification of the PV panel, and then the design will be modeled using Matlab/Simulink software. After that, the PSO method’s MPPT technique was designed and implemented in the system to track the maximum power. Based on the results obtained, it was found that the PSO parameter had an important effect on the accuracy of the system. The power point of the PV system can be tracked on constant and variations values of irradiances. From the result obtained, it can be concluded that the efficiency of the PSO to track the maximum power is more than 90 % at 200 W/m2 and 700 W/m2 of irradiance. While at 1000 W/m2 the efficiency to track the maximum power is less than 90 %.\",\"PeriodicalId\":297829,\"journal\":{\"name\":\"2023 IEEE 3rd International Conference in Power Engineering Applications (ICPEA)\",\"volume\":\"3 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-03-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 IEEE 3rd International Conference in Power Engineering Applications (ICPEA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICPEA56918.2023.10093161\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 IEEE 3rd International Conference in Power Engineering Applications (ICPEA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICPEA56918.2023.10093161","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

本文旨在利用粒子群优化(PSO)方法设计最大功率跟踪技术,以跟踪光伏发电系统的最大功率。采用直流-直流降压变换器控制太阳能光伏发电功率。降压变换器工作在MPPT模式和电压控制模式。电压控制模式仅在负载功率大于给定入射辐照度和面板温度的太阳能光伏电站产生的最大功率时使用。首先根据光伏板的规格要求设计降压变换器,然后利用Matlab/Simulink软件对设计进行建模。在此基础上,设计并实现了PSO方法的最大功率跟踪技术。结果表明,粒子群参数对系统精度有重要影响。光伏系统的功率点可以根据辐照度的恒定和变化值进行跟踪。结果表明,在辐照度为200 W/m2和700 W/m2时,PSO跟踪最大功率的效率均在90%以上。而在1000 W/m2时,跟踪最大功率的效率低于90%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
MPPT Design Using PSO Technique for Photovoltaic System
This paper aims to design the MPPT technique using the Particle Swarm Optimization (PSO) method to track the maximum power at the photovoltaic (PV) system. The direct current (DC)-DC buck converter is used to control the solar PV power. The buck converter operates in both MPPT mode and voltage control mode. The voltage control mode is used only when load power is greater than the maximum power generated by the solar PV plant given the incident irradiance and panel temperature. First, the buck converter was designed based on the specification of the PV panel, and then the design will be modeled using Matlab/Simulink software. After that, the PSO method’s MPPT technique was designed and implemented in the system to track the maximum power. Based on the results obtained, it was found that the PSO parameter had an important effect on the accuracy of the system. The power point of the PV system can be tracked on constant and variations values of irradiances. From the result obtained, it can be concluded that the efficiency of the PSO to track the maximum power is more than 90 % at 200 W/m2 and 700 W/m2 of irradiance. While at 1000 W/m2 the efficiency to track the maximum power is less than 90 %.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信