部分遮阳条件下光伏系统智能与传统MPPT算法的比较

P. Verma, P. Mahajan, Rachana Garg
{"title":"部分遮阳条件下光伏系统智能与传统MPPT算法的比较","authors":"P. Verma, P. Mahajan, Rachana Garg","doi":"10.1109/RDCAPE.2017.8358323","DOIUrl":null,"url":null,"abstract":"Maximum Power Point Tracking (MPPT) is required to track maximum power of a Solar Photovoltaic energy conversion system. The performance of Photovoltaic (PV) Array declines during Partially Shaded Conditions (PSC), they exhibit multiple Local Maximum Power Points (LMPP's) along with Global Maximum Power Point (GMPP) in its power-voltage (P-V) and current-voltage (I-V) characteristics. In this paper, Fuzzy Logic Controller (FLC) based intelligent MPPT algorithm has been presented to track GMPP under partially shaded condition and varying irradiation level. The performance of FLC based intelligent MPPT is compared with conventional Perturb and Observe (P&O) under these conditions. The PV Array model equipped with the MPPT controller was designed and simulated in MATLAB/Simulink. MATLAB/Simulation results show aggrandized PV array's extracted output power under non-uniform irradiation due to partial shading. Also, the Fuzzy Logic Controller can track MPP in a shorter time with less oscillation.","PeriodicalId":442235,"journal":{"name":"2017 Recent Developments in Control, Automation & Power Engineering (RDCAPE)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Comparison of intelligent and conventional MPPT algorithms for PhotoVoltaic system under partially shaded conditions\",\"authors\":\"P. Verma, P. Mahajan, Rachana Garg\",\"doi\":\"10.1109/RDCAPE.2017.8358323\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Maximum Power Point Tracking (MPPT) is required to track maximum power of a Solar Photovoltaic energy conversion system. The performance of Photovoltaic (PV) Array declines during Partially Shaded Conditions (PSC), they exhibit multiple Local Maximum Power Points (LMPP's) along with Global Maximum Power Point (GMPP) in its power-voltage (P-V) and current-voltage (I-V) characteristics. In this paper, Fuzzy Logic Controller (FLC) based intelligent MPPT algorithm has been presented to track GMPP under partially shaded condition and varying irradiation level. The performance of FLC based intelligent MPPT is compared with conventional Perturb and Observe (P&O) under these conditions. The PV Array model equipped with the MPPT controller was designed and simulated in MATLAB/Simulink. MATLAB/Simulation results show aggrandized PV array's extracted output power under non-uniform irradiation due to partial shading. Also, the Fuzzy Logic Controller can track MPP in a shorter time with less oscillation.\",\"PeriodicalId\":442235,\"journal\":{\"name\":\"2017 Recent Developments in Control, Automation & Power Engineering (RDCAPE)\",\"volume\":\"31 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 Recent Developments in Control, Automation & Power Engineering (RDCAPE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/RDCAPE.2017.8358323\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 Recent Developments in Control, Automation & Power Engineering (RDCAPE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/RDCAPE.2017.8358323","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

摘要

最大功率点跟踪(MPPT)是跟踪太阳能光伏发电系统最大功率的必要手段。在部分遮荫条件下,光伏(PV)阵列的性能下降,它们在功率电压(P-V)和电流电压(I-V)特性中表现出多个局部最大功率点(LMPP)和全局最大功率点(GMPP)。本文提出了一种基于模糊逻辑控制器(FLC)的智能MPPT算法,用于部分遮阳和变辐照水平下的GMPP跟踪。在这些条件下,比较了基于FLC的智能MPPT与传统的扰动和观察(P&O)方法的性能。设计了配备MPPT控制器的光伏阵列模型,并在MATLAB/Simulink中进行了仿真。MATLAB/仿真结果显示了在局部遮阳不均匀照射下,强化光伏阵列提取的输出功率。模糊控制器可以在较短的时间内以较小的振荡跟踪MPP。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparison of intelligent and conventional MPPT algorithms for PhotoVoltaic system under partially shaded conditions
Maximum Power Point Tracking (MPPT) is required to track maximum power of a Solar Photovoltaic energy conversion system. The performance of Photovoltaic (PV) Array declines during Partially Shaded Conditions (PSC), they exhibit multiple Local Maximum Power Points (LMPP's) along with Global Maximum Power Point (GMPP) in its power-voltage (P-V) and current-voltage (I-V) characteristics. In this paper, Fuzzy Logic Controller (FLC) based intelligent MPPT algorithm has been presented to track GMPP under partially shaded condition and varying irradiation level. The performance of FLC based intelligent MPPT is compared with conventional Perturb and Observe (P&O) under these conditions. The PV Array model equipped with the MPPT controller was designed and simulated in MATLAB/Simulink. MATLAB/Simulation results show aggrandized PV array's extracted output power under non-uniform irradiation due to partial shading. Also, the Fuzzy Logic Controller can track MPP in a shorter time with less oscillation.
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:604180095
Book学术官方微信