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Influences of dust deposition on ground-mounted solar photovoltaic arrays: A CFD simulation study

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  • Lu, Hao
  • Zhang, Li-Zhi

Abstract

Dust deposition processes and behaviors on ground-mounted solar photovoltaic (PV) arrays were investigated by shear stress transport k-ω turbulence model and the discrete particle model. Inlet velocity and turbulent kinetic energy distributions fitted from experimental data were imposed in the simulation to improve prediction accuracy. After mesh independent test and numerical verification, air flow fields over the solar PV array, dust deposition rates for different rows of PV panels and different dust diameters were investigated. It was found that dust deposition rates on solar PV panel array are declined from the front to the back row. Maximum deposition rate from the first to the fifth row of PV panels is 18.89%, 12.35%, 9.62%, 6.83% or 5.71% respectively. The corresponding dust diameter for the peak deposition rate is 350, 250, 200, 150 or 150 μm respectively. The main deposition mechanisms were investigated by analyzing dust motion trajectories on PV panel arrays. Furthermore, Maximum PV output reduction induced by dust can reach 79.77%, 18.16%, 5.88%, 2.66% or 1.89% from the first to the last row of PV panels, respectively. Therefore, the most degradation of PV efficiency appears for the first row of PV panels.

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  • 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.
    • Handle: RePEc:eee:renene:v:135:y:2019:i:c:p:21-31
    DOI: 10.1016/j.renene.2018.11.096
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    1. 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.
    2. 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.
    3. 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.
    4. Vadiee, Amir & Martin, Viktoria, 2013. "Thermal energy storage strategies for effective closed greenhouse design," Applied Energy, Elsevier, vol. 109(C), pages 337-343.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
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