An Investigation on the Pollen-Induced Soiling Losses in Utility-Scale PV Plants

IF 2.5 3区 工程技术 Q3 ENERGY & FUELS IEEE Journal of Photovoltaics Pub Date : 2023-10-30 DOI:10.1109/JPHOTOV.2023.3326560
João Gabriel Bessa;Michael Valerino;Matthew Muller;Mike Bergin;Leonardo Micheli;Florencia Almonacid;Eduardo F. Fernández
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Abstract

In this study, the impact of pollen as a PV soiling agent is investigated. The performance data of five utility-scale PV plants in North Carolina, USA, was collected and analyzed using two soiling extraction methods. Satellite and environmental data, including pollen counts, cropland, and vegetation, was also collected and analyzed to identify impacts to soiling losses. During the spring peak pollen season, performance losses of >15% were observed at all five sites. Partial performance recoveries following the pollen season were slow, with lack of correlation with rainfall. This means that the statistical soiling estimation methods that assume abrupt performance recovery from rain are not appropriate for pollen-impacted solar sites. When manual cleanings were performed on site the performance recovery ranged from 5% to 11% indicating persistent soiling impacts are present in this region. The results of this work provide new insights into the phenomenon of pollen deposition on PV systems, demonstrating that 1) soiling can also affect systems located in rainy locations and 2) that its effects cannot be determined using the current estimation methodologies.
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公用事业级光伏电站花粉引起的污损调查
本研究调查了花粉作为光伏污垢剂的影响。使用两种污垢提取方法收集并分析了美国北卡罗来纳州五个公用事业级光伏电站的性能数据。此外,还收集并分析了卫星和环境数据,包括花粉计数、耕地和植被,以确定对污损的影响。在春季花粉高峰期,所有五个地点的性能损失都大于 15%。花粉季节过后,部分性能恢复缓慢,与降雨量缺乏相关性。这意味着,假定降雨后性能会突然恢复的污垢统计估算方法并不适合受花粉影响的太阳能发电站。在现场进行人工清洁时,性能恢复在 5% 到 11% 之间,这表明该地区存在持续的污损影响。这项工作的结果为光伏系统上的花粉沉积现象提供了新的见解,表明:1)污垢也会影响位于多雨地区的系统;2)使用当前的估算方法无法确定其影响。
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来源期刊
IEEE Journal of Photovoltaics
IEEE Journal of Photovoltaics ENERGY & FUELS-MATERIALS SCIENCE, MULTIDISCIPLINARY
CiteScore
7.00
自引率
10.00%
发文量
206
期刊介绍: The IEEE Journal of Photovoltaics is a peer-reviewed, archival publication reporting original and significant research results that advance the field of photovoltaics (PV). The PV field is diverse in its science base ranging from semiconductor and PV device physics to optics and the materials sciences. The journal publishes articles that connect this science base to PV science and technology. The intent is to publish original research results that are of primary interest to the photovoltaic specialist. The scope of the IEEE J. Photovoltaics incorporates: fundamentals and new concepts of PV conversion, including those based on nanostructured materials, low-dimensional physics, multiple charge generation, up/down converters, thermophotovoltaics, hot-carrier effects, plasmonics, metamorphic materials, luminescent concentrators, and rectennas; Si-based PV, including new cell designs, crystalline and non-crystalline Si, passivation, characterization and Si crystal growth; polycrystalline, amorphous and crystalline thin-film solar cell materials, including PV structures and solar cells based on II-VI, chalcopyrite, Si and other thin film absorbers; III-V PV materials, heterostructures, multijunction devices and concentrator PV; optics for light trapping, reflection control and concentration; organic PV including polymer, hybrid and dye sensitized solar cells; space PV including cell materials and PV devices, defects and reliability, environmental effects and protective materials; PV modeling and characterization methods; and other aspects of PV, including modules, power conditioning, inverters, balance-of-systems components, monitoring, analyses and simulations, and supporting PV module standards and measurements. Tutorial and review papers on these subjects are also published and occasionally special issues are published to treat particular areas in more depth and breadth.
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