极端沙尘事件后基于环境的PV污染模型的结果:以西班牙南部撒哈拉沙尘入侵为例

J. G. Bessa, Álvaro F. Solas, F. A. Cruz, E. Fernández, L. Micheli
{"title":"极端沙尘事件后基于环境的PV污染模型的结果:以西班牙南部撒哈拉沙尘入侵为例","authors":"J. G. Bessa, Álvaro F. Solas, F. A. Cruz, E. Fernández, L. Micheli","doi":"10.1109/pvsc48317.2022.9938938","DOIUrl":null,"url":null,"abstract":"Soiling is a major issue that greatly determines the operation and maintenance cost of PV systems. The occurrence of extreme dust events in sites where typically the losses due to soiling are not high can significantly alter the cleaning schedule. In this work, two different environmental-based models are applied to estimate the soiling losses that two recent Saharan dust intrusions caused in a location in southern Spain. During the first one, a peak of PM10 equal to 904 μg/m was reached, and it became the most intense dust event registered in 10 years for both its intensity and its length, as it lasted almost three days. Due to these two factors that led to very low irradiance values during the episode, no measurements from a soiling station installed in the site were available. Therefore, the only approach to quantify the impact of this event was through environmental-based soiling extraction models. The results of these models showed both relatively high differences between them and a strong dependence with the cleaning threshold value. These issues are expected to impact the decision-making about the cleaning of PV modules. For example, non-negligible differences were found when considering a cleaning threshold of 1 mm/day or a cleaning threshold of 10 mm/day. In the first case, only 1 day with significant soiling losses (8.3% using Coello' model) is detected; whereas in the second case, the PV modules are supposed to be notably soiled (losses >=3D 8.3%) during 5 days.","PeriodicalId":435386,"journal":{"name":"2022 IEEE 49th Photovoltaics Specialists Conference (PVSC)","volume":"77 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Results of Environmental-Based PV Soiling Models after Extreme Dust Events: The Case of Saharan Dust Intrusions in Southern Spain\",\"authors\":\"J. G. Bessa, Álvaro F. Solas, F. A. Cruz, E. Fernández, L. Micheli\",\"doi\":\"10.1109/pvsc48317.2022.9938938\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Soiling is a major issue that greatly determines the operation and maintenance cost of PV systems. The occurrence of extreme dust events in sites where typically the losses due to soiling are not high can significantly alter the cleaning schedule. In this work, two different environmental-based models are applied to estimate the soiling losses that two recent Saharan dust intrusions caused in a location in southern Spain. During the first one, a peak of PM10 equal to 904 μg/m was reached, and it became the most intense dust event registered in 10 years for both its intensity and its length, as it lasted almost three days. Due to these two factors that led to very low irradiance values during the episode, no measurements from a soiling station installed in the site were available. Therefore, the only approach to quantify the impact of this event was through environmental-based soiling extraction models. The results of these models showed both relatively high differences between them and a strong dependence with the cleaning threshold value. These issues are expected to impact the decision-making about the cleaning of PV modules. For example, non-negligible differences were found when considering a cleaning threshold of 1 mm/day or a cleaning threshold of 10 mm/day. In the first case, only 1 day with significant soiling losses (8.3% using Coello' model) is detected; whereas in the second case, the PV modules are supposed to be notably soiled (losses >=3D 8.3%) during 5 days.\",\"PeriodicalId\":435386,\"journal\":{\"name\":\"2022 IEEE 49th Photovoltaics Specialists Conference (PVSC)\",\"volume\":\"77 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-06-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 IEEE 49th Photovoltaics Specialists Conference (PVSC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/pvsc48317.2022.9938938\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE 49th Photovoltaics Specialists Conference (PVSC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/pvsc48317.2022.9938938","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

污染是决定光伏系统运行和维护成本的主要问题。在通常因污染造成的损失不高的地点发生极端粉尘事件可以显著改变清洁计划。在这项工作中,应用了两种不同的基于环境的模型来估计最近两次撒哈拉沙尘入侵在西班牙南部某地造成的污染损失。第一次持续了近3天,PM10峰值达到904 μg/m,无论从强度还是时间上看,都是10年来最严重的沙尘事件。由于这两个因素导致事件期间的辐照度值非常低,因此没有从现场安装的污染站获得测量数据。因此,量化这一事件影响的唯一方法是通过基于环境的污染提取模型。这些模型的结果表明,它们之间存在较大的差异,并且与清洗阈值有很强的依赖性。这些问题预计将影响光伏组件清洁的决策。例如,当考虑1毫米/天的清洁阈值或10毫米/天的清洁阈值时,发现了不可忽略的差异。在第一种情况下,仅检测到1天的严重污染损失(使用Coello模型为8.3%);而在第二种情况下,光伏组件应该在5天内被明显污染(损失>=3D 8.3%)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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
Results of Environmental-Based PV Soiling Models after Extreme Dust Events: The Case of Saharan Dust Intrusions in Southern Spain
Soiling is a major issue that greatly determines the operation and maintenance cost of PV systems. The occurrence of extreme dust events in sites where typically the losses due to soiling are not high can significantly alter the cleaning schedule. In this work, two different environmental-based models are applied to estimate the soiling losses that two recent Saharan dust intrusions caused in a location in southern Spain. During the first one, a peak of PM10 equal to 904 μg/m was reached, and it became the most intense dust event registered in 10 years for both its intensity and its length, as it lasted almost three days. Due to these two factors that led to very low irradiance values during the episode, no measurements from a soiling station installed in the site were available. Therefore, the only approach to quantify the impact of this event was through environmental-based soiling extraction models. The results of these models showed both relatively high differences between them and a strong dependence with the cleaning threshold value. These issues are expected to impact the decision-making about the cleaning of PV modules. For example, non-negligible differences were found when considering a cleaning threshold of 1 mm/day or a cleaning threshold of 10 mm/day. In the first case, only 1 day with significant soiling losses (8.3% using Coello' model) is detected; whereas in the second case, the PV modules are supposed to be notably soiled (losses >=3D 8.3%) during 5 days.
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
期刊最新文献
Paving the Way to Building-Integrated Translucent Tandem Photovoltaics: Process Optimization and Transfer to Perovskite-Perovskite 2-Terminal Tandem Cells A Silicon learning curve and polysilicon requirements for broad-electrification with photovoltaics by 2050 Effect of Metal Halides Treatment on High Throughput Low Temperature CIGS Solar Cells Three general methods for predicting bifacial photovoltaic performance including spectral albedo Diffraction-optimized surface structures for enhanced light harvesting in organic solar cells
×
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