Real-world PV Module Degradation across Climate Zones Determined from Suns-Voc, Loss Factors and I-V Steps Analysis of Eight Years of I-V, Pmp Time-series Datastreams

Jiqi Liu, Menghong Wang, A. Curran, Ahmad Maroof Karimi, Wei-Heng Huang, Erdmut Schnabel, M. Köhl, J. Braid, R. French
{"title":"Real-world PV Module Degradation across Climate Zones Determined from Suns-Voc, Loss Factors and I-V Steps Analysis of Eight Years of I-V, Pmp Time-series Datastreams","authors":"Jiqi Liu, Menghong Wang, A. Curran, Ahmad Maroof Karimi, Wei-Heng Huang, Erdmut Schnabel, M. Köhl, J. Braid, R. French","doi":"10.1109/PVSC40753.2019.8980541","DOIUrl":null,"url":null,"abstract":"We report here on performance and mechanistic degradation analysis of 8 years of I-V, Pmp time-series for eight commercial crystalline silicon photovoltaic (PV) modules, located in three distinct climate zones. A data-driven algorithm has been applied to extract I-V features and detect steps in 3.2 million I-V curves. Using the Y ear-on-Y ear determined linear PLR, we found that one brand F (glass-backsheet) module has a much greater (more negative) PLR than another brand G (double glass) in BWh hot desert climate zone. BSh hot semi-arid is shown to be the most aggressive climate zone of the three in which modules were fielded, the third being ET tundra climate. The mechanisms causing most significant power loss for modules in BWh, BSh and ET climate zones are current mismatch (shading), cell shunting, and series resistance, respectively based on Analytic Suns-Voc analysis derived from outdoor I-V curves. Using steps observed in the I-V curves of the systems we are also able to identify and characterize the shading of specific modules.","PeriodicalId":6749,"journal":{"name":"2019 IEEE 46th Photovoltaic Specialists Conference (PVSC)","volume":"11 1","pages":"0680-0686"},"PeriodicalIF":0.0000,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 IEEE 46th Photovoltaic Specialists Conference (PVSC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PVSC40753.2019.8980541","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

We report here on performance and mechanistic degradation analysis of 8 years of I-V, Pmp time-series for eight commercial crystalline silicon photovoltaic (PV) modules, located in three distinct climate zones. A data-driven algorithm has been applied to extract I-V features and detect steps in 3.2 million I-V curves. Using the Y ear-on-Y ear determined linear PLR, we found that one brand F (glass-backsheet) module has a much greater (more negative) PLR than another brand G (double glass) in BWh hot desert climate zone. BSh hot semi-arid is shown to be the most aggressive climate zone of the three in which modules were fielded, the third being ET tundra climate. The mechanisms causing most significant power loss for modules in BWh, BSh and ET climate zones are current mismatch (shading), cell shunting, and series resistance, respectively based on Analytic Suns-Voc analysis derived from outdoor I-V curves. Using steps observed in the I-V curves of the systems we are also able to identify and characterize the shading of specific modules.
从太阳- voc,损失因子和I-V步骤确定的真实世界PV组件跨气候区的退化,8年I-V的分析,Pmp时间序列数据流
我们在此报告了8年I-V, Pmp时间序列的八个商用晶体硅光伏(PV)组件的性能和机理退化分析,位于三个不同的气候区。采用数据驱动算法对320万条I-V曲线进行I-V特征提取和步长检测。使用Y耳对Y耳确定的线性PLR,我们发现在BWh炎热的沙漠气候区,一个品牌F(玻璃背板)模块比另一个品牌G(双层玻璃)具有更大(更负)的PLR。BSh热半干旱被证明是三个模块中最具侵略性的气候区,第三个是ET苔原气候。根据室外I-V曲线的解析太阳- voc分析,在BWh、BSh和ET气候区,造成模块最显著功率损失的机制分别是电流不匹配(遮阳)、电池分流和串联电阻。使用在系统的I-V曲线中观察到的步骤,我们还能够识别和表征特定模块的阴影。
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:481959085
Book学术官方微信