IDEAS home Printed from https://ideas.repec.org/a/eee/appene/v220y2018icp514-526.html
   My bibliography  Save this article

Effects of particle sizes and tilt angles on dust deposition characteristics of a ground-mounted solar photovoltaic system

Author

Listed:
  • Lu, Hao
  • Zhao, Wenjun

Abstract

The dust deposition behaviours of ground-mounted solar photovoltaic (PV) panels and their effects on the PV efficiency were numerically investigated. The shear stress transport k-ω turbulence model with the inlet user-defined function profiles and the discrete particle model were used to predict the wind flow fields and the dust deposition rates of a PV panel. A grid independence study was conducted, and the mean pressure coefficient was validated with the related experimental data. The effects of the different dust particle diameters and the different tilt angles of the PV panels on the dust deposition characteristics were investigated carefully. The results showed the dust deposition rates of a PV panel were considerably affected by the different tilt angles. The dust deposition rates were considerably higher for the upward PV installations than for the downward ones. Moreover, the dust deposition rates were greater when the solar PV panel was more horizontal with the ground. The peak deposition rates were observed for the 150-μm dust particles for all of the tilted PV panel angles. The maximum deposition rates were 14.28%, 13.53%, 6.79% and 9.78% for the tilted PV panel angles of 25°, 40°, 140° and 155°, respectively. Moreover, the main deposition mechanisms of the solar PV panel were analysed and discussed for the different dust particle sizes and PV panel installation angles. Finally, an empirical model was developed for estimating the PV output reductions caused by the dust deposition for different tilt angles, which could be applied in practical engineering applications.

Suggested Citation

  • Lu, Hao & Zhao, Wenjun, 2018. "Effects of particle sizes and tilt angles on dust deposition characteristics of a ground-mounted solar photovoltaic system," Applied Energy, Elsevier, vol. 220(C), pages 514-526.
  • Handle: RePEc:eee:appene:v:220:y:2018:i:c:p:514-526
    DOI: 10.1016/j.apenergy.2018.03.095
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306261918304331
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.apenergy.2018.03.095?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. Yang, Hongxing & Wei, Zhou & Chengzhi, Lou, 2009. "Optimal design and techno-economic analysis of a hybrid solar-wind power generation system," Applied Energy, Elsevier, vol. 86(2), pages 163-169, February.
    2. Zogou, Olympia & Stapountzis, Herricos, 2012. "Flow and heat transfer inside a PV/T collector for building application," Applied Energy, Elsevier, vol. 91(1), pages 103-115.
    3. Kalogirou, Soteris A. & Agathokleous, Rafaela & Panayiotou, Gregoris, 2013. "On-site PV characterization and the effect of soiling on their performance," Energy, Elsevier, vol. 51(C), pages 439-446.
    4. Han, Jun & Lu, Lin & Yang, Hongxing, 2010. "Numerical evaluation of the mixed convective heat transfer in a double-pane window integrated with see-through a-Si PV cells with low-e coatings," Applied Energy, Elsevier, vol. 87(11), pages 3431-3437, November.
    5. Marzband, Mousa & Ghadimi, Majid & Sumper, Andreas & Domínguez-García, José Luis, 2014. "Experimental validation of a real-time energy management system using multi-period gravitational search algorithm for microgrids in islanded mode," Applied Energy, Elsevier, vol. 128(C), pages 164-174.
    6. Lu, Hao & Lu, Lin & Wang, Yuanhao, 2016. "Numerical investigation of dust pollution on a solar photovoltaic (PV) system mounted on an isolated building," Applied Energy, Elsevier, vol. 180(C), pages 27-36.
    7. Vadiee, Amir & Martin, Viktoria, 2013. "Thermal energy storage strategies for effective closed greenhouse design," Applied Energy, Elsevier, vol. 109(C), pages 337-343.
    8. Sharma, Vikrant & Chandel, S.S., 2013. "Performance and degradation analysis for long term reliability of solar photovoltaic systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 27(C), pages 753-767.
    9. Kaldellis, J.K. & Kapsali, M., 2011. "Simulating the dust effect on the energy performance of photovoltaic generators based on experimental measurements," Energy, Elsevier, vol. 36(8), pages 5154-5161.
    10. Adinoyi, Muhammed J. & Said, Syed A.M., 2013. "Effect of dust accumulation on the power outputs of solar photovoltaic modules," Renewable Energy, Elsevier, vol. 60(C), pages 633-636.
    11. Fornarelli, F. & Camporeale, S.M. & Fortunato, B. & Torresi, M. & Oresta, P. & Magliocchetti, L. & Miliozzi, A. & Santo, G., 2016. "CFD analysis of melting process in a shell-and-tube latent heat storage for concentrated solar power plants," Applied Energy, Elsevier, vol. 164(C), pages 711-722.
    12. Connolly, D. & Lund, H. & Mathiesen, B.V. & Leahy, M., 2010. "A review of computer tools for analysing the integration of renewable energy into various energy systems," Applied Energy, Elsevier, vol. 87(4), pages 1059-1082, April.
    13. Sarver, Travis & Al-Qaraghuli, Ali & Kazmerski, Lawrence L., 2013. "A comprehensive review of the impact of dust on the use of solar energy: History, investigations, results, literature, and mitigation approaches," Renewable and Sustainable Energy Reviews, Elsevier, vol. 22(C), pages 698-733.
    14. Alajlan, Saleh A., 1999. "Photovoltaic grid-connection system as load-shaving tool in Riyadh, Saudi Arabia," Applied Energy, Elsevier, vol. 63(2), pages 91-99, June.
    15. Beattie, Neil S. & Moir, Robert S. & Chacko, Charlslee & Buffoni, Giorgio & Roberts, Simon H. & Pearsall, Nicola M., 2012. "Understanding the effects of sand and dust accumulation on photovoltaic modules," Renewable Energy, Elsevier, vol. 48(C), pages 448-452.
    16. Mani, Monto & Pillai, Rohit, 2010. "Impact of dust on solar photovoltaic (PV) performance: Research status, challenges and recommendations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(9), pages 3124-3131, December.
    17. Massi Pavan, A. & Mellit, A. & De Pieri, D. & Kalogirou, S.A., 2013. "A comparison between BNN and regression polynomial methods for the evaluation of the effect of soiling in large scale photovoltaic plants," Applied Energy, Elsevier, vol. 108(C), pages 392-401.
    18. Piliougine, M. & Cañete, C. & Moreno, R. & Carretero, J. & Hirose, J. & Ogawa, S. & Sidrach-de-Cardona, M., 2013. "Comparative analysis of energy produced by photovoltaic modules with anti-soiling coated surface in arid climates," Applied Energy, Elsevier, vol. 112(C), pages 626-634.
    19. Zaihidee, Fardila Mohd & Mekhilef, Saad & Seyedmahmoudian, Mehdi & Horan, Ben, 2016. "Dust as an unalterable deteriorative factor affecting PV panel's efficiency: Why and how," Renewable and Sustainable Energy Reviews, Elsevier, vol. 65(C), pages 1267-1278.
    20. Bouaouadja, N. & Bouzid, S. & Hamidouche, M. & Bousbaa, C. & Madjoubi, M., 2000. "Effects of sandblasting on the efficiencies of solar panels," Applied Energy, Elsevier, vol. 65(1-4), pages 99-105, April.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Chaminda Bandara, W.G. & Godaliyadda, G.M.R.I. & Ekanayake, M.P.B. & Ekanayake, J.B., 2020. "Coordinated photovoltaic re-phasing: A novel method to maximize renewable energy integration in low voltage networks by mitigating network unbalances," Applied Energy, Elsevier, vol. 280(C).
    2. Simone Pedrazzi & Giulio Allesina & Alberto Muscio, 2018. "Are Nano-Composite Coatings the Key for Photovoltaic Panel Self-Maintenance: An Experimental Evaluation," Energies, MDPI, vol. 11(12), pages 1-13, December.
    3. Zhao, Weiping & Lv, Yukun & Zhou, Qingwen & Yan, Weiping, 2021. "Investigation on particle deposition criterion and dust accumulation impact on solar PV module performance," Energy, Elsevier, vol. 233(C).
    4. Rafi Zahedi & Parisa Ranjbaran & Gevork B. Gharehpetian & Fazel Mohammadi & Roya Ahmadiahangar, 2021. "Cleaning of Floating Photovoltaic Systems: A Critical Review on Approaches from Technical and Economic Perspectives," Energies, MDPI, vol. 14(7), pages 1-25, April.
    5. Huang, Wenfeng & Zhou, Kun & Sun, Ke & He, Zhu, 2019. "Effects of wind flow structure, particle flow and deposition pattern on photovoltaic energy harvest around a block," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
    6. Zhang, Yuhu & Ren, Jing & Pu, Yanru & Wang, Peng, 2020. "Solar energy potential assessment: A framework to integrate geographic, technological, and economic indices for a potential analysis," Renewable Energy, Elsevier, vol. 149(C), pages 577-586.
    7. Gowtham Vedulla & Anbazhagan Geetha & Ramalingam Senthil, 2022. "Review of Strategies to Mitigate Dust Deposition on Solar Photovoltaic Systems," Energies, MDPI, vol. 16(1), pages 1-28, December.
    8. Lu, Hao & Zhang, Li-Zhi, 2019. "Influences of dust deposition on ground-mounted solar photovoltaic arrays: A CFD simulation study," Renewable Energy, Elsevier, vol. 135(C), pages 21-31.
    9. Umar, Shayan & Waqas, Adeel & Tanveer, Waqas & Shahzad, Nadia & Janjua, Abdul Kashif & Dehghan, Maziar & Qureshi, Muhammad Salik & Shakir, Sehar, 2023. "A building integrated solar PV surface-cleaning setup to optimize the electricity output of PV modules in a polluted atmosphere," Renewable Energy, Elsevier, vol. 216(C).
    10. Carmen Otilia Rusănescu & Marin Rusănescu & Irina Aura Istrate & Gabriel Alexandru Constantin & Mihaela Begea, 2023. "The Effect of Dust Deposition on the Performance of Photovoltaic Panels," Energies, MDPI, vol. 16(19), pages 1-20, September.
    11. Enaganti, Prasanth K. & Bhattacharjee, Ankur & Ghosh, Aritra & Chanchangi, Yusuf N. & Chakraborty, Chanchal & Mallick, Tapas K. & Goel, Sanket, 2022. "Experimental investigations for dust build-up on low-iron glass exterior and its effects on the performance of solar PV systems," Energy, Elsevier, vol. 239(PC).
    12. Pan, Anjian & Lu, Hao & Zhang, Li-Zhi, 2019. "Experimental investigation of dust deposition reduction on solar cell covering glass by different self-cleaning coatings," Energy, Elsevier, vol. 181(C), pages 645-653.
    13. Christil Pasion & Torrey Wagner & Clay Koschnick & Steven Schuldt & Jada Williams & Kevin Hallinan, 2020. "Machine Learning Modeling of Horizontal Photovoltaics Using Weather and Location Data," Energies, MDPI, vol. 13(10), pages 1-14, May.
    14. Mohammed Al-Housani & Yusuf Bicer & Muammer Koç, 2019. "Assessment of Various Dry Photovoltaic Cleaning Techniques and Frequencies on the Power Output of CdTe-Type Modules in Dusty Environments," Sustainability, MDPI, vol. 11(10), pages 1-18, May.
    15. Jung, Jaehoon & Han, SangUk & Kim, Byungil, 2019. "Digital numerical map-oriented estimation of solar energy potential for site selection of photovoltaic solar panels on national highway slopes," Applied Energy, Elsevier, vol. 242(C), pages 57-68.
    16. You, Siming & Lim, Yu Jie & Dai, Yanjun & Wang, Chi-Hwa, 2018. "On the temporal modelling of solar photovoltaic soiling: Energy and economic impacts in seven cities," Applied Energy, Elsevier, vol. 228(C), pages 1136-1146.
    17. 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).
    18. He, Beihua & Lu, Hao & Zheng, Chuanxiao & Wang, Yanlin, 2023. "Characteristics and cleaning methods of dust deposition on solar photovoltaic modules-A review," Energy, Elsevier, vol. 263(PE).
    19. Ndeto, Martin Paul & Wekesa, David Wafula & Njoka, Francis & Kinyua, Robert, 2023. "Aeolian dust distribution, elemental concentration, characteristics and its effects on the conversion efficiency of crystalline silicon solar cells," Renewable Energy, Elsevier, vol. 208(C), pages 481-491.

    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. 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.
    2. Lu, Hao & Lu, Lin & Wang, Yuanhao, 2016. "Numerical investigation of dust pollution on a solar photovoltaic (PV) system mounted on an isolated building," Applied Energy, Elsevier, vol. 180(C), pages 27-36.
    3. 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).
    4. Karim Menoufi, 2017. "Dust Accumulation on the Surface of Photovoltaic Panels: Introducing the Photovoltaic Soiling Index (PVSI)," Sustainability, MDPI, vol. 9(6), pages 1-12, June.
    5. Lu, Hao & Zhang, Li-Zhi, 2019. "Influences of dust deposition on ground-mounted solar photovoltaic arrays: A CFD simulation study," Renewable Energy, Elsevier, vol. 135(C), pages 21-31.
    6. Pan, Anjian & Lu, Hao & Zhang, Li-Zhi, 2019. "Experimental investigation of dust deposition reduction on solar cell covering glass by different self-cleaning coatings," Energy, Elsevier, vol. 181(C), pages 645-653.
    7. Hammad, Bashar & Al–Abed, Mohammad & Al–Ghandoor, Ahmed & Al–Sardeah, Ali & Al–Bashir, Adnan, 2018. "Modeling and analysis of dust and temperature effects on photovoltaic systems’ performance and optimal cleaning frequency: Jordan case study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 2218-2234.
    8. Chanchangi, Yusuf N. & Ghosh, Aritra & Sundaram, Senthilarasu & Mallick, Tapas K., 2020. "Dust and PV Performance in Nigeria: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 121(C).
    9. Saidan, Motasem & Albaali, Abdul Ghani & Alasis, Emil & Kaldellis, John K., 2016. "Experimental study on the effect of dust deposition on solar photovoltaic panels in desert environment," Renewable Energy, Elsevier, vol. 92(C), pages 499-505.
    10. Figgis, Benjamin & Ennaoui, Ahmed & Ahzi, Said & Rémond, Yves, 2017. "Review of PV soiling particle mechanics in desert environments," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 872-881.
    11. Yu Jiang & Lin Lu, 2016. "Experimentally Investigating the Effect of Temperature Differences in the Particle Deposition Process on Solar Photovoltaic (PV) Modules," Sustainability, MDPI, vol. 8(11), pages 1-9, October.
    12. Babatunde, A.A. & Abbasoglu, S. & Senol, M., 2018. "Analysis of the impact of dust, tilt angle and orientation on performance of PV Plants," Renewable and Sustainable Energy Reviews, Elsevier, vol. 90(C), pages 1017-1026.
    13. 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).
    14. Ewa Klugmann-Radziemska, 2020. "Shading, Dusting and Incorrect Positioning of Photovoltaic Modules as Important Factors in Performance Reduction," Energies, MDPI, vol. 13(8), pages 1-12, April.
    15. Klugmann-Radziemska, Ewa, 2015. "Degradation of electrical performance of a crystalline photovoltaic module due to dust deposition in northern Poland," Renewable Energy, Elsevier, vol. 78(C), pages 418-426.
    16. Yao, Wanxiang & Kong, Xiangru & Xu, Ai & Xu, Puyan & Wang, Yan & Gao, Weijun, 2023. "New models for the influence of rainwater on the performance of photovoltaic modules under different rainfall conditions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 173(C).
    17. You, Siming & Lim, Yu Jie & Dai, Yanjun & Wang, Chi-Hwa, 2018. "On the temporal modelling of solar photovoltaic soiling: Energy and economic impacts in seven cities," Applied Energy, Elsevier, vol. 228(C), pages 1136-1146.
    18. Fan, Siyuan & Wang, Yu & Cao, Shengxian & Zhao, Bo & Sun, Tianyi & Liu, Peng, 2022. "A deep residual neural network identification method for uneven dust accumulation on photovoltaic (PV) panels," Energy, Elsevier, vol. 239(PD).
    19. Erdenedavaa, Purevdalai & Akisawa, Atsushi & Adiyabat, Amarbayar & Otgonjanchiv, Erdenesuvd, 2019. "Observation and modeling of dust deposition on glass tube of evacuated solar thermal collectors in Mongolia," Renewable Energy, Elsevier, vol. 130(C), pages 613-621.
    20. Sun, Ke & Lu, Lin & Jiang, Yu & Wang, Yuanhao & Zhou, Kun & He, Zhu, 2018. "Integrated effects of PM2.5 deposition, module surface conditions and nanocoatings on solar PV surface glass transmittance," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 4107-4120.

    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:appene:v:220:y:2018:i:c:p:514-526. 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.elsevier.com/wps/find/journaldescription.cws_home/405891/description#description .

    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.