Validation of an outdoor efficiency model for photovoltaic modules

L. D. Murillo-Soto, Carlos Meza-Benavides
{"title":"Validation of an outdoor efficiency model for photovoltaic modules","authors":"L. D. Murillo-Soto, Carlos Meza-Benavides","doi":"10.17533/udea.redin.20220991","DOIUrl":null,"url":null,"abstract":"The study of the efficiency of photovoltaic modules in outdoor conditions allows determining their correct operation and to detect abnormal behavior. Most efficiency models developed use experimental data that are difficult to obtain as they require specialized equipment and a long measurement time under laboratory conditions to identify or adjust the model parameters. In this article, we propose a linear equation that estimates the efficiency of photovoltaic modules using irradiance and back panel temperatura measurements as input variables. The main contribution is that the parameters of the proposed model can be obtained directly from the reference information (IEC61853-1 power values) without any data regression. The proposed model was validated using experimental data obtained from three different climatic zones during a whole year. The model shows the best fit to the data of four analyzed models, and its normalized root mean square deviation for all photovoltaic modules is less than 3.6%; this dispersion could be explained by the fact that the outdoor data have an uncertainty of around 3.0%","PeriodicalId":42846,"journal":{"name":"Revista Facultad de Ingenieria, Universidad Pedagogica y Tecnologica de Colombia","volume":null,"pages":null},"PeriodicalIF":0.2000,"publicationDate":"2022-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Revista Facultad de Ingenieria, Universidad Pedagogica y Tecnologica de Colombia","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.17533/udea.redin.20220991","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ENGINEERING, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0

Abstract

The study of the efficiency of photovoltaic modules in outdoor conditions allows determining their correct operation and to detect abnormal behavior. Most efficiency models developed use experimental data that are difficult to obtain as they require specialized equipment and a long measurement time under laboratory conditions to identify or adjust the model parameters. In this article, we propose a linear equation that estimates the efficiency of photovoltaic modules using irradiance and back panel temperatura measurements as input variables. The main contribution is that the parameters of the proposed model can be obtained directly from the reference information (IEC61853-1 power values) without any data regression. The proposed model was validated using experimental data obtained from three different climatic zones during a whole year. The model shows the best fit to the data of four analyzed models, and its normalized root mean square deviation for all photovoltaic modules is less than 3.6%; this dispersion could be explained by the fact that the outdoor data have an uncertainty of around 3.0%
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
光伏组件室外效率模型的验证
研究光伏组件在室外条件下的效率可以确定其正确操作并检测异常行为。大多数效率模型使用难以获得的实验数据,因为它们需要专门的设备和在实验室条件下的长时间测量来识别或调整模型参数。在本文中,我们提出了一个线性方程,该方程使用辐照度和后面板温度测量作为输入变量来估计光伏组件的效率。主要的贡献是,所提出的模型的参数可以直接从参考信息(IEC61853-1功率值)中获得,而无需任何数据回归。利用三个不同气候带全年的实验数据对模型进行了验证。该模型与4个分析模型的数据拟合最佳,各组件的归一化均方根偏差均小于3.6%;这种分散可以用室外数据的不确定性约为3.0%来解释
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
审稿时长
8 weeks
期刊最新文献
Potenciación de la escritura a través de la creatividad Tecnología y educación superior: visión desde la estética enfilada el mejoramiento humano Estrés en niños de quinto de primaria: Propuesta de talleres interactivos El Google Drive para potenciar la escritura de los textos argumentativos Heat flow modeling in the alkaline activation process of fly ash
×
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