Comprehensive Analysis and Experimental Validation of an Improved Mathematical Modeling of Photovoltaic Array

S. Bal, A. Anurag, M. Nanda, S. Sourav
{"title":"Comprehensive Analysis and Experimental Validation of an Improved Mathematical Modeling of Photovoltaic Array","authors":"S. Bal, A. Anurag, M. Nanda, S. Sourav","doi":"10.1155/2015/654092","DOIUrl":null,"url":null,"abstract":"This paper proposes a simple, accurate, and easy to model approach for the simulation of photovoltaic (PV) array and also provides a comparative analysis of the same with two other widely used models. It is highly imperative that the maximum power point (MPP) is achieved effectively and thus a simple and robust mathematical model is necessary that poses less mathematical complexity as well as low data storage requirement, in which the maximum power point tracking (MPPT) algorithm can be realized in an effective way. Further, the resemblance of the P-V and I-V curves as obtained on the basis of experimental data should also be taken into account for theoretical validation. In addition, the study incorporates the root mean square deviation (RMSD) from the experimental data, the fill factor (FF), the efficiency of the model, and the time required for simulation. Two models have been used to investigate the I-V and P-V characteristics. Perturb and Observe method has been adopted for MPPT. The MPP tracking is realized using field programmable gate array (FPGA) to prove the effectiveness of the proposed approach. \nAll the systems are modeled and simulated in MATLAB/Simulink environment.","PeriodicalId":412593,"journal":{"name":"Advances in Power Electronic","volume":"304 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Advances in Power Electronic","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1155/2015/654092","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 9

Abstract

This paper proposes a simple, accurate, and easy to model approach for the simulation of photovoltaic (PV) array and also provides a comparative analysis of the same with two other widely used models. It is highly imperative that the maximum power point (MPP) is achieved effectively and thus a simple and robust mathematical model is necessary that poses less mathematical complexity as well as low data storage requirement, in which the maximum power point tracking (MPPT) algorithm can be realized in an effective way. Further, the resemblance of the P-V and I-V curves as obtained on the basis of experimental data should also be taken into account for theoretical validation. In addition, the study incorporates the root mean square deviation (RMSD) from the experimental data, the fill factor (FF), the efficiency of the model, and the time required for simulation. Two models have been used to investigate the I-V and P-V characteristics. Perturb and Observe method has been adopted for MPPT. The MPP tracking is realized using field programmable gate array (FPGA) to prove the effectiveness of the proposed approach. All the systems are modeled and simulated in MATLAB/Simulink environment.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
一种改进的光伏阵列数学模型的综合分析与实验验证
本文提出了一种简单、准确、易于建模的光伏阵列仿真方法,并与其他两种常用模型进行了比较分析。最大功率点跟踪(MPPT)算法的有效实现是非常重要的,因此需要一个简单、鲁棒、数学复杂度低、数据存储要求低的数学模型,才能有效实现最大功率点跟踪(MPPT)算法。此外,根据实验数据得到的P-V曲线和I-V曲线的相似性也应考虑到理论验证。此外,研究还考虑了实验数据的均方根偏差(RMSD)、填充因子(FF)、模型效率和仿真所需时间。两个模型被用来研究I-V和P-V特性。MPPT采用摄动观察法。利用现场可编程门阵列(FPGA)实现了MPP跟踪,验证了该方法的有效性。在MATLAB/Simulink环境下对系统进行了建模和仿真。
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 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Fault Handling Methods and Comparison for Different DC Breaker Topologies and MMC Topologies of the HVDC System A Novel Analog Circuit Design for Maximum Power Point Tracking of Photovoltaic Panels Quantitative Analysis of Efficiency Improvement of a Propulsion Drive by Using SiC Devices: A Case of Study Experimental Verification of a Battery Energy Storage System for Integration with Photovoltaic Generators Sensorless Control of Nonsinusoidal Permanent Magnet Brushless Motor Using Selective Torque Harmonic Elimination Control Method Based on Full-Order Sliding Mode Observer
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1