Fuzzy Logic Controller to Obtain Maximum Power in Solar Power Generation System

Anuradha, Shivansh Bhushan, Mukul Dixit
{"title":"Fuzzy Logic Controller to Obtain Maximum Power in Solar Power Generation System","authors":"Anuradha, Shivansh Bhushan, Mukul Dixit","doi":"10.1109/ICFIRTP56122.2022.10059431","DOIUrl":null,"url":null,"abstract":"Power-Voltage curve of the photovoltaic cells are nonlinear and relies on external factors such irradiation levels, the angle at which the sun hits the earth, the temperature of the cells, and the load conditions. Therefore, it is essential to always run the photovoltaic system at its maximum power point (MPP). Therefore, Maximum power point tracking (MPPT) approaches are utilized to maximize the PV module output power by continually measuring the MPP. In current work, the maximum power point in a solar power generation system is tracked using a fuzzy logic controller to obtain maximum power. Fuzzy logic is used as the algorithm for an ESP32-based PCB that is built for MPPT. The simulation findings demonstrate that FLC-based MPPT exhibits strong dynamic performance and can function well at low irradiation intensities of 600W/m2.","PeriodicalId":413065,"journal":{"name":"2022 International Conference on Fourth Industrial Revolution Based Technology and Practices (ICFIRTP)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 International Conference on Fourth Industrial Revolution Based Technology and Practices (ICFIRTP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICFIRTP56122.2022.10059431","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Power-Voltage curve of the photovoltaic cells are nonlinear and relies on external factors such irradiation levels, the angle at which the sun hits the earth, the temperature of the cells, and the load conditions. Therefore, it is essential to always run the photovoltaic system at its maximum power point (MPP). Therefore, Maximum power point tracking (MPPT) approaches are utilized to maximize the PV module output power by continually measuring the MPP. In current work, the maximum power point in a solar power generation system is tracked using a fuzzy logic controller to obtain maximum power. Fuzzy logic is used as the algorithm for an ESP32-based PCB that is built for MPPT. The simulation findings demonstrate that FLC-based MPPT exhibits strong dynamic performance and can function well at low irradiation intensities of 600W/m2.
太阳能发电系统中获取最大功率的模糊逻辑控制器
光伏电池的功率-电压曲线是非线性的,并且依赖于外部因素,如辐照水平、太阳照射地球的角度、电池的温度和负载条件。因此,光伏发电系统必须始终保持在最大功率点运行。因此,利用最大功率点跟踪(MPPT)方法通过连续测量最大功率点来最大化光伏组件的输出功率。在目前的工作中,利用模糊逻辑控制器跟踪太阳能发电系统的最大功率点,以获得最大功率。模糊逻辑作为算法用于基于esp32的PCB构建的MPPT。仿真结果表明,基于flc的MPPT具有较强的动态性能,可以在600W/m2的低辐照强度下正常工作。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
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:604180095
Book学术官方微信