IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v201y2022ip1p1111-1126.html
   My bibliography  Save this article

Numerical simulation of the dust particles deposition on solar photovoltaic panels and its effect on power generation efficiency

Author

Listed:
  • Yang, Huadong
  • Wang, Hui

Abstract

The deposition of dust particles on the surface of solar photovoltaic panels leads to a decrease in power generation efficiency, so it is necessary to study the interaction mechanism between dust particles and solar photovoltaic panels. Aiming at the problem that the simplified two-dimensional model cannot reflect the actual photovoltaic power station in the traditional research, a geometric model of the distribution form of the 3 × 3 solar photovoltaic panel array is constructed. The shear stress transport k−ω turbulence model is used to predict the flow field changes around solar photovoltaic (PV). A discrete particle model is used to predict the particle deposition rate of photovoltaic panels. The effects of different wind speeds, particle sizes, and wind angles on particle deposition were analyzed. With the increase of wind speed, the deposition amount of the photovoltaic panels in the last two rows gradually decreased, while the photovoltaic panels in the first row showed a trend of first decreasing and then increasing. As the particle size increases, the particle deposition amount increases gradually. When the particle size is less than 60 μm, the deposition amount on the photovoltaic panel is less than 0.03g. When the particle size is greater than 60 μm, the deposition amount of particles increases exponentially. The maximum deposition amount is 3.98g, and the maximum deposition rate is 0.796% for 160 μm particles. Wind angle has different effects on the deposition on different rows of photovoltaic panels. When the wind Angle is 0°, the deposition amount of the first row of photovoltaic panels is the largest, the deposition amount is 4.66g, and the deposition rate is 0.932%. When the wind angle is 45°, the deposition amount on the second and third rows of photovoltaic panels is the largest, the deposition amount is 3.21g, and the deposition rate is 0.642%. Finally, the changes in the maximum output power of photovoltaic panels after 60 days of exposure were predicted using an improved dust particle occlusion model.

Suggested Citation

  • Yang, Huadong & Wang, Hui, 2022. "Numerical simulation of the dust particles deposition on solar photovoltaic panels and its effect on power generation efficiency," Renewable Energy, Elsevier, vol. 201(P1), pages 1111-1126.
  • Handle: RePEc:eee:renene:v:201:y:2022:i:p1:p:1111-1126
    DOI: 10.1016/j.renene.2022.11.043
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148122016834
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.renene.2022.11.043?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Conceição, Ricardo & Silva, Hugo G. & Fialho, Luis & Lopes, Francis M. & Collares-Pereira, Manuel, 2019. "PV system design with the effect of soiling on the optimum tilt angle," Renewable Energy, Elsevier, vol. 133(C), pages 787-796.
    2. Peng, Jinqing & Lu, Lin & Yang, Hongxing, 2013. "Review on life cycle assessment of energy payback and greenhouse gas emission of solar photovoltaic systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 19(C), pages 255-274.
    3. Wang, Meng & Peng, Jinqing & Luo, Yimo & Shen, Zhicheng & Yang, Hongxing, 2021. "Comparison of different simplistic prediction models for forecasting PV power output: Assessment with experimental measurements," Energy, Elsevier, vol. 224(C).
    4. Lu, Hao & Zhao, Wenjun, 2019. "CFD prediction of dust pollution and impact on an isolated ground-mounted solar photovoltaic system," Renewable Energy, Elsevier, vol. 131(C), pages 829-840.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Song, Zhe & Liu, Jia & Yang, Hongxing, 2021. "Air pollution and soiling implications for solar photovoltaic power generation: A comprehensive review," Applied Energy, Elsevier, vol. 298(C).
    2. Conceição, Ricardo & González-Aguilar, José & Merrouni, Ahmed Alami & Romero, Manuel, 2022. "Soiling effect in solar energy conversion systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 162(C).
    3. Carnevale, E. & Lombardi, L. & Zanchi, L., 2014. "Life Cycle Assessment of solar energy systems: Comparison of photovoltaic and water thermal heater at domestic scale," Energy, Elsevier, vol. 77(C), pages 434-446.
    4. Barbón, A. & Fortuny Ayuso, P. & Bayón, L. & Silva, C.A., 2023. "Experimental and numerical investigation of the influence of terrain slope on the performance of single-axis trackers," Applied Energy, Elsevier, vol. 348(C).
    5. Amirhossein Fathi & Masoomeh Bararzadeh Ledari & Yadollah Saboohi, 2021. "Evaluation of Optimal Occasional Tilt on Photovoltaic Power Plant Energy Efficiency and Land Use Requirements, Iran," Sustainability, MDPI, vol. 13(18), pages 1-20, September.
    6. Piotr Olczak & Małgorzata Olek & Dominika Matuszewska & Artur Dyczko & Tomasz Mania, 2021. "Monofacial and Bifacial Micro PV Installation as Element of Energy Transition—The Case of Poland," Energies, MDPI, vol. 14(2), pages 1-22, January.
    7. Ludin, Norasikin Ahmad & Mustafa, Nur Ifthitah & Hanafiah, Marlia M. & Ibrahim, Mohd Adib & Asri Mat Teridi, Mohd & Sepeai, Suhaila & Zaharim, Azami & Sopian, Kamaruzzaman, 2018. "Prospects of life cycle assessment of renewable energy from solar photovoltaic technologies: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 96(C), pages 11-28.
    8. Thopil, George Alex & Sachse, Christiaan Eddie & Lalk, Jörg & Thopil, Miriam Sara, 2020. "Techno-economic performance comparison of crystalline and thin film PV panels under varying meteorological conditions: A high solar resource southern hemisphere case," Applied Energy, Elsevier, vol. 275(C).
    9. Yihsuan Wu & Jian Hua, 2022. "Investigating a Retrofit Thermal Power Plant from a Sustainable Environment Perspective—A Fuel Lifecycle Assessment Case Study," Sustainability, MDPI, vol. 14(8), pages 1-26, April.
    10. Zhang, Wenjie & Liu, Shan & Li, Nianping & Xie, Hui & Li, Xuanqi, 2015. "Development forecast and technology roadmap analysis of renewable energy in buildings in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 49(C), pages 395-402.
    11. Miguel Ángel Pardo & Héctor Fernández & Antonio Jodar-Abellan, 2020. "Converting a Water Pressurized Network in a Small Town into a Solar Power Water System," Energies, MDPI, vol. 13(15), pages 1-26, August.
    12. Javed, Muhammad Shahzad & Ma, Tao & Jurasz, Jakub & Mikulik, Jerzy, 2021. "A hybrid method for scenario-based techno-economic-environmental analysis of off-grid renewable energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 139(C).
    13. Wahyudi Sutopo & Ika Shinta Mardikaningsih & Roni Zakaria & Ahad Ali, 2020. "A Model to Improve the Implementation Standards of Street Lighting Based on Solar Energy: A Case Study," Energies, MDPI, vol. 13(3), pages 1-20, February.
    14. Gerbinet, Saïcha & Belboom, Sandra & Léonard, Angélique, 2014. "Life Cycle Analysis (LCA) of photovoltaic panels: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 747-753.
    15. Fabian Schoden & Marius Dotter & Dörthe Knefelkamp & Tomasz Blachowicz & Eva Schwenzfeier Hellkamp, 2021. "Review of State of the Art Recycling Methods in the Context of Dye Sensitized Solar Cells," Energies, MDPI, vol. 14(13), pages 1-12, June.
    16. Bocca, Alberto & Chiavazzo, Eliodoro & Macii, Alberto & Asinari, Pietro, 2015. "Solar energy potential assessment: An overview and a fast modeling approach with application to Italy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 49(C), pages 291-296.
    17. Gao, Cheng-kang & Na, Hong-ming & Song, Kai-hui & Dyer, Noel & Tian, Fan & Xu, Qing-jiang & Xing, Yu-hong, 2019. "Environmental impact analysis of power generation from biomass and wind farms in different locations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 102(C), pages 307-317.
    18. Chiteka, Kudzanayi & Arora, Rajesh & Sridhara, S.N. & Enweremadu, C.C., 2021. "Influence of irradiance incidence angle and installation configuration on the deposition of dust and dust-shading of a photovoltaic array," Energy, Elsevier, vol. 216(C).
    19. Tiantian Zhang & Meng Wang & Hongxing Yang, 2018. "A Review of the Energy Performance and Life-Cycle Assessment of Building-Integrated Photovoltaic (BIPV) Systems," Energies, MDPI, vol. 11(11), pages 1-34, November.
    20. Olsson, Alexander & Campana, Pietro Elia & Lind, Mårten & Yan, Jinyue, 2014. "Potential for carbon sequestration and mitigation of climate change by irrigation of grasslands," Applied Energy, Elsevier, vol. 136(C), pages 1145-1154.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:renene:v:201:y:2022:i:p1:p:1111-1126. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/renewable-energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.