System performance analysis and estimation of degradation rates based on 500 years of monitoring data

N. Reich, A. Goebel, D. Dirnberger, K. Kiefer
{"title":"System performance analysis and estimation of degradation rates based on 500 years of monitoring data","authors":"N. Reich, A. Goebel, D. Dirnberger, K. Kiefer","doi":"10.1109/PVSC.2012.6317890","DOIUrl":null,"url":null,"abstract":"Fraunhofer ISE has been involved in monitoring of PV systems since the “1000-roofs-program” in the 1990s. In a few of these “old systems” equipment is still in place, metering PV electricity output and plane-of-array irradiation. The majority of ~300 PV power plants in our monitoring campaign today, however, is large-scale and built in the past 10 years. In this paper, we briefly review the historical development of the Performance Ratio (PR) and how average PR for newly built systems increased to almost 90%. This rather high PR of 90% only holds, however, if calculated by on-site irradiation acquired with c-Si reference cells and for climates comparable with those in Germany. Next, we use about 500 years of monitoring data on aggregate to perform an analysis of variations of the PR over time. To this end, data points at similar environmental conditions are extracted from long-term time series as to calculate so-called “rates-of-change” of the PR. Highly scattered “rates-of-change” are obtained, however, not allowing for the estimation of specific degradation rates on the system level yet. To this end, we finally revisit uncertainties of irradiance sensors and in particular revisit our irradiance sensor re-calibration data.","PeriodicalId":6318,"journal":{"name":"2012 38th IEEE Photovoltaic Specialists Conference","volume":"66 1","pages":"001551-001555"},"PeriodicalIF":0.0000,"publicationDate":"2012-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"12","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 38th IEEE Photovoltaic Specialists Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PVSC.2012.6317890","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 12

Abstract

Fraunhofer ISE has been involved in monitoring of PV systems since the “1000-roofs-program” in the 1990s. In a few of these “old systems” equipment is still in place, metering PV electricity output and plane-of-array irradiation. The majority of ~300 PV power plants in our monitoring campaign today, however, is large-scale and built in the past 10 years. In this paper, we briefly review the historical development of the Performance Ratio (PR) and how average PR for newly built systems increased to almost 90%. This rather high PR of 90% only holds, however, if calculated by on-site irradiation acquired with c-Si reference cells and for climates comparable with those in Germany. Next, we use about 500 years of monitoring data on aggregate to perform an analysis of variations of the PR over time. To this end, data points at similar environmental conditions are extracted from long-term time series as to calculate so-called “rates-of-change” of the PR. Highly scattered “rates-of-change” are obtained, however, not allowing for the estimation of specific degradation rates on the system level yet. To this end, we finally revisit uncertainties of irradiance sensors and in particular revisit our irradiance sensor re-calibration data.
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
基于500年监测数据的系统性能分析与退化率估计
自20世纪90年代的“1000屋顶计划”以来,Fraunhofer ISE一直参与光伏系统的监测。在这些“旧系统”中,有一些设备仍然存在,用于测量光伏发电输出和面阵辐射。然而,在我们今天监测的约300个光伏电站中,大多数是在过去10年建成的大型光伏电站。在本文中,我们简要回顾了性能比(PR)的历史发展,以及新建系统的平均PR如何增加到近90%。然而,这个相当高的90%的PR只有在与德国相当的气候条件下,通过使用c-Si参考电池获得的现场辐照计算才成立。接下来,我们使用大约500年的总体监测数据来执行PR随时间变化的分析。为此,从长期时间序列中提取类似环境条件下的数据点,以计算PR的所谓“变化率”。然而,获得的“变化率”是高度分散的,但还不能估计系统层面上的具体退化率。为此,我们最后重温辐照度传感器的不确定度,特别是重温我们的辐照度传感器重新校准数据。
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
Ultra-Lightweight PV module design for Building Integrated Photovoltaics Advances in silicon surface texturization by metal assisted chemical etching for photovoltaic applications Inverse Metamorphic III-V/epi-SiGe Tandem Solar Cell Performance Assessed by Optical and Electrical Modeling Enabling High-Efficiency InAs/GaAs Quantum Dot Solar Cells by Epitaxial Lift-Off and Light Management An autocorrelation-based copula model for producing realistic clear-sky index and photovoltaic power generation time-series
×
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