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

被引:5
作者
Bessa, Joao Gabriel [1 ,2 ]
Valerino, Michael [3 ]
Muller, Matthew [1 ,4 ]
Bergin, Mike [4 ]
Micheli, Leonardo [5 ]
Almonacid, Florencia [2 ]
Fernandez, Eduardo F. [2 ]
机构
[1] Natl Renewable Energy Lab, Golden, CO 80401 USA
[2] Univ Jaen, Adv Photovolta Technol Res Grp, Jaen 23071, Spain
[3] Solar Unsoiled Inc, Durham, NC 27705 USA
[4] Duke Univ, Durham, NC 27705 USA
[5] Sapienza Univ Rome, Dept Astronaut Elect & Energy Engn DIAEE, I-00185 Rome, Italy
来源
IEEE JOURNAL OF PHOTOVOLTAICS | 2024年 / 14卷 / 01期
关键词
Environment; performance loss; photovoltaic (PV); pollen; rainfall; soiling;
D O I
10.1109/JPHOTOV.2023.3326560
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
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.
引用
收藏
页码:178 / 184
页数:7
相关论文
共 47 条
[1]  
Alzubi F. G., 2018, P 35 EUR PHOT SOL EN, P1514, DOI DOI 10.4229/35THEUPVSEC20182018-6BO.5.2
[2]  
[Anonymous], 2016, US SOLAR GROUPS ADV
[3]  
[Anonymous], 2011, National Land Cover Database
[4]  
[Anonymous], 2013, CROP PROFILE SMALL G
[5]  
[Anonymous], 2000, PALDAT PALYNOLOGICAL
[6]  
[Anonymous], 2017, AMBEE
[7]  
[Anonymous], 2020, AAAAI NATL ALLERGY B
[8]   Effect of soiling on photovoltaic modules [J].
Appels, Reinhart ;
Lefevre, Buvaneshwari ;
Herteleer, Bert ;
Goverde, Hans ;
Beerten, Alexander ;
Paesen, Robin ;
De Medts, Klaas ;
Driesen, Johan ;
Poortmans, Jef .
SOLAR ENERGY, 2013, 96 :283-291
[9]   Quantifying aerial concentrations of maize pollen in the atmospheric surface layer using remote-piloted airplanes and Lagrangian stochastic modeling [J].
Aylor, Donald E. ;
Boehm, Matthew T. ;
Shields, Elson J. .
JOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY, 2006, 45 (07) :1003-1015
[10]   Estimation of Photovoltaic Soiling Using Environmental Parameters: A Comparative Analysis of Existing Models [J].
Bessa, Joao Gabriel ;
Micheli, Leonardo ;
Montes-Romero, Jesus ;
Almonacid, Florencia ;
Fernandez, Eduardo F. .
ADVANCED SUSTAINABLE SYSTEMS, 2022, 6 (05)