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

Journal Article · · IEEE Journal of Photovoltaics

Here 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.

Research Organization:
National Renewable Energy Laboratory (NREL), Golden, CO (United States)
Sponsoring Organization:
USDOE Office of Energy Efficiency and Renewable Energy (EERE), Renewable Power Office. Solar Energy Technologies Office; Italian Ministry of University and Research
Grant/Contract Number:
AC36-08GO28308
OSTI ID:
2283429
Report Number(s):
NREL/JA--5K00-87319; MainId:88094; UUID:05a501b2-6260-4d0f-871d-881251359375; MainAdminId:71695
Journal Information:
IEEE Journal of Photovoltaics, Journal Name: IEEE Journal of Photovoltaics Journal Issue: 1 Vol. 14; ISSN 2156-3381
Publisher:
IEEECopyright Statement
Country of Publication:
United States
Language:
English

References (30)

Pollenkitt – its composition, forms and functions journal September 2005
Pollenkitt Wetting Mechanism Enables Species-Specific Tunable Pollen Adhesion journal February 2013
Quantifying the Influence of Pollen Aging on the Adhesive Properties of Hypochaeris radicata Pollen journal September 2022
A Technical Review of Planet Smallsat Data: Practical Considerations for Processing and Using PlanetScope Imagery journal September 2021
The Effect of Soiling on Large Grid-Connected Photovoltaic Systems in California and the Southwest Region of the United States conference May 2006
The variability in settling velocities of some pollen and spores journal February 1995
World Map of the Köppen-Geiger climate classification updated [World Map of the Köppen-Geiger climate classification updated] journal July 2006
Pollen attachment in common materials journal December 2014
Effect of water absorption on pollen adhesion journal March 2015
Investigation of factors affecting condensation on soiled PV modules journal January 2018
Monitoring photovoltaic soiling: assessment, challenges, and perspectives of current and potential strategies journal March 2021
Plant assemblages in atmospheric deposition journal September 2019
Organic Soiling: The Role of Pollen in PV Module Performance Degradation journal January 2018
Quantifying Soiling Loss Directly From PV Yield journal March 2018
The effects of meteorological factors on atmospheric bioaerosol concentrations—a review journal June 2004
An investigation of the key parameters for predicting PV soiling losses: Key parameters for predicting PV soiling losses journal January 2017
The atypically high modulus of pollen exine journal September 2018
Determining the effects of environment and atmospheric parameters on PV field performance conference June 2016
pvlib python: a python package for modeling solar energy systems journal September 2018
Estimation of Photovoltaic Soiling Using Environmental Parameters: A Comparative Analysis of Existing Models journal February 2022
Dispersion and Deposition of Ragweed Pollen from Experimental Sources journal December 1970
Pressure sensitive microparticle adhesion through biomimicry of the pollen–stigma interaction journal January 2016
Techno-Economic Assessment of Soiling Losses and Mitigation Strategies for Solar Power Generation journal October 2019
From early pollen trapping experiments to the Pollen Monitoring Programme journal August 2010
Effect of soiling on photovoltaic modules journal October 2013
Quantifying Aerial Concentrations of Maize Pollen in the Atmospheric Surface Layer Using Remote-Piloted Airplanes and Lagrangian Stochastic Modeling journal July 2006
Influence of Pollen on Solar Photovoltaic Energy: Literature Review and Experimental Testing with Pollen journal July 2020
Attachment-based mechanisms underlying capture and release of pollen grains journal August 2019
Seasonal Trends of Soiling on Photovoltaic Systems
  • Micheli, Leonardo; Ruth, Daniel; Muller, Matthew
  • 2017 IEEE 44th Photovoltaic Specialists Conference (PVSC), 2017 IEEE 44th Photovoltaic Specialist Conference (PVSC) https://doi.org/10.1109/PVSC.2017.8366381
conference June 2017
Fresh “Pollen Adhesive” Weakens Humidity-Dependent Pollen Adhesion journal June 2019