Mining of Mineral Deposits

ISSN 2415-3443 (Online)

ISSN 2415-3435 (Print)

Flag Counter

Optimizing solar panel placement on mine spoil heaps: Aerodynamic approach to dust deposition minimization

Vadym Shchokin1, Viktoriia Tkachuk2, Roman Makareiko2

1Scientific Research Mining Institute, Kryvyi Rih National University, Kryvyi Rih, Ukraine

2Kryvyi Rih National University, Kryvyi Rih, Ukraine


Min. miner. depos. 2026, 20(3): 43-52


https://doi.org/10.33271/mining20.03.043

Full text (PDF)


      ABSTRACT

      Purpose. The research aims to substantiate the possibility of optimizing solar panel placement on mine spoil heaps, accounting for aerodynamic dust transport processes, thereby minimizing dust deposition on module surfaces and enhancing energy generation efficiency.

      Methods. The study employs numerical modelling of turbulent airflow using Computational Fluid Dynamics (CFD) based on Reynolds-Averaged Navier-Stokes (RANS) equations with the Shear Stress Transport (SST) k-ω turbulence model in ANSYS Fluent, discrete modelling of dust particle deposition trajectories using Discrete Phase Model (DPM), field measurements of dust deposition intensity at test sites, and parametric optimization of the geometric characteristics of solar panel placement.

      Findings. The optimal tilt angle for solar panels was determined to be 28-32°, reducing dust deposition by 18-25% due to enhanced near-surface shear flow. The recommended inter-row spacing-to-panel height ratio was set at S/H ≥ 2.5 to minimize stagnation zones. Orienting rows at 10-15° deviation from the prevailing wind direction reduces dust deposition by 12-18%. Model validation showed that the discrepancy between the model predictions and experimental data ranged from 12 to 18%.

      Originality. For the first time, a CFD-DPM methodology has been specifically adapted and validated for the aerodynamic and geomorphological conditions of mine spoil heaps, incorporating their complex terrain geometry, multi-source dust emissions, and regional wind rose data to optimize solar panel placement.

      Practical implications. The developed methodology determines the rational parameters for solar panel placement on mine spoil heaps, reducing annual productivity losses due to dust soiling by 5-8%. The results can be applied to spoil heap reclamation and to the design of solar power plants at industrial sites with elevated dust levels.

      Keywords: solar panels; mine spoil heaps; surface soiling; aerodynamic optimization; CFD modelling; renewable energy


      REFERENCES

  1. Heib, M.A. (2022). Assessment of the advantages and limitations of installing PV on abandoned dumps. Górnictwo Odkrywkowe, 4, 4. https://doi.org/10.5604/01.3001.0053.8051
  2. Winde, F. (2020). Turning water pollution sources into assets: Exploring innovative options of using abandoned mines for generating and storing renewable energy. Geography Environment Sustainability, 13(2), 6. https://doi.org/10.24057/2071-9388-2020-03
  3. Shchokin, V., & Tkachuk, V. (2025). DECARBUST: Decarbonization and dust technologies for sustainable mining operations. Naukovyi Visnyk Natsionalnoho Hirnychoho Universytetu, 5, 51-60. https://doi.org/10.33271/nvngu/2025-5/051
  4. Wang, K., Zhou, J., Yang, R., Xu, S., Hu, Z., & Xiao, W. (2025). Deploying photovoltaic systems in global open-pit mines for a clean energy transition. Nature Sustainability, 8(9), 1037. https://doi.org/10.1038/s41893-025-01594-w
  5. Macknick, J., Lee, C., Mosey, G., & Melius, J. (2013). Solar development on contaminated and disturbed lands. Golden, United States: National Renewable Energy Laboratory. https://doi.org/10.2172/1260337
  6. Murphy, D., Fromm, J., Bairstow, R., & Meunier, D. (2019). A repurposing framework for alignment of regional development and mine closure. Proceedings of the 13th International Conference on Mine Closure, 789-802. https://doi.org/10.36487/acg_rep/1915_64_murphy
  7. Bakum, Z., & Tkachuk, V. (2014). Mining engineers training in the context of an innovative system in Ukraine. Metallurgical and Mining Industry, 6(5), 29-34.
  8. Sarver, T., Al-Qaraghuli, A., & Kazmerski, L.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, 22, 698-733. https://doi.org/10.1016/j.rser.2012.12.065
  9. Costa, S.C.S., Diniz, A.S.A.C., & Kazmerski, L.L. (2016). Dust and soiling issues and impacts relating to solar energy systems: Literature review update for 2012-2015. Renewable and Sustainable Energy Reviews, 63, 33-61. https://doi.org/10.1016/j.rser.2016.04.059
  10. Redondo, M.I., Illanes, R., Alonso-Abella, M., Daliento, S., & Piliougine, M. (2024). Review and comparison of methods for soiling modelling in large grid-connected PV plants. Sustainability, 16(24), 10998. https://doi.org/10.3390/su162410998
  11. Zhang, J., Hu, Y., Huang, L., Fan, J., & Duan, Y. (2022). CFD-DEM simulation of dust deposition on solar panels for desert railways. Applied Sciences, 13(1), 4. https://doi.org/10.3390/app13010004
  12. Wang, J., Hu, W., Wen, Y., Zhang, F., & Li, X. (2025). Dust deposition characteristics on photovoltaic arrays investigated through wind tunnel experiments. Scientific Reports, 15, 1582. https://doi.org/10.1038/s41598-024-84708-2
  13. Kachi, M., & Bechkoura, H. (2025). Experience and modelling of a rotating electrode for the removal of sand particles on PV panels. Journal of Engineering Science and Technology Review, 18(1), 80. https://doi.org/10.25103/jestr.181.08
  14. Mykhailenko, O., Baranovskyi, V., Shchokin, V., Karabut, N., & Kolomits, H. (2023). Power consumption control of multi-pump systems of the main water drainage in underground mines based on the Mamdani fuzzy inference system. IOP Conference Series: Earth and Environmental Science, 1254(1), 012046. https://iopscience.iop.org/article/10.1088/1755-1315/1254/1/012046
  15. Shchokin, V., & Tkachuk, V. (2014). Automatisation of agglomerative production based on the application of Neuro-Fuzzy control systems at the bottom level. Metallurgical and Mining Industry, 6(6), 32-39.
  16. Said, S.Z., Islam, S.Z., Radzi, N.H., Wekesa, C.W., Altimania, M., & Uddin, J. (2024). Dust impact on solar PV performance: A critical review of optimal cleaning techniques for yield enhancement across varied environmental conditions. Energy Reports, 12, 1121-1141. https://doi.org/10.1016/j.egyr.2024.06.024
  17. Dagher, M.M., & Kandil, O.A. (2022). Computational prediction of dust deposition on solar panels. Environmental Science and Pollution Research, 30(5), 12545. https://doi.org/10.1007/s11356-022-22993-y
  18. Vedulla, G., Geetha, A., & Senthil, R. (2022). Review of strategies to mitigate dust deposition on solar photovoltaic systems. Energies, 16(1), 109. https://doi.org/10.3390/en16010109
  19. El-Shobokshy, M.S., & Hussein, F.M. (1993). Effect of dust with different physical properties on the performance of photovoltaic cells. Solar Energy, 51(6), 505-511. https://doi.org/10.1016/0038-092X(93)90135-B90135-B)
  20. Khan, M.A.Z., Wahab, A., Ali, F., Ahmad, N., Kamran, M.A., & Hassan, A. (2023). Performance of solar rooftop panels with disparate particulate accumulation: Exergy analysis on an indoor lab study. PLoS ONE, 18(9). https://doi.org/10.1371/journal.pone.0291018
  21. Rusănescu, C.O., Rusănescu, M., Istrate, I.A., Constantin, G.A., & Begea, M. (2023). The effect of dust deposition on the performance of photovoltaic panels. Energies, 16(19), 6794. https://doi.org/10.3390/en16196794
  22. Chiteka, K., Arora, R., & Jain, V. (2019). CFD prediction of dust deposition and installation parametric optimisation for soiling mitigation in non-tracking solar PV modules. International Journal of Ambient Energy, 42(11), 1307. https://doi.org/10.1080/01430750.2019.1594373
  23. Arora, R., Chiteka, K., & Sridhara, S.N. (2021). A method to predict fouling on multi-storey building-mounted solar photovoltaic panels: A computational fluid dynamics approach. Journal of Thermal Engineering, 7(3), 700. https://doi.org/10.18186/thermal.890150
  24. Lu, H., & Zhao, W. (2018). CFD prediction of dust pollution and impact on an isolated ground-mounted solar photovoltaic system. Renewable Energy, 131, 829. https://doi.org/10.1016/j.renene.2018.07.112
  25. Lu, H., & Zhang, L.Z. (2019). Influences of dust deposition on ground-mounted solar photovoltaic arrays: A CFD simulation study. Renewable Energy, 135, 21-31. https://doi.org/10.1016/j.renene.2018.11.096
  26. Peng, H., Lu, H., Chang, X., Zheng, C., & Wang, Y. (2022). 3D CFD modelling of dust deposition characteristics and influences on building-mounted photovoltaic systems. Case Studies in Thermal Engineering, 38, 102336. https://doi.org/10.1016/j.csite.2022.102138
  27. Hu, S., Wang, J., Zhang, Y., Liu, Y., & Li, X. (2023). Research on dust deposition of PV modules based on three-dimensional numerical simulation and its application in installation parameter optimisation. Journal of Cleaner Production, 423, 138743. https://doi.org/10.1016/j.jclepro.2023.138743
  28. Chiteka, K., Arora, R., Sridhara, S.N., & Enweremadu, C.C. (2020). Optimising wind barrier and photovoltaic array configuration in soiling mitigation. Renewable Energy, 163, 225. https://doi.org/10.1016/j.renene.2020.08.155
  29. Shenouda, R., Abd-Elhady, M.S., Kandil, O.A., & Dagher, M.M. (2023). Numerical investigation of the effect of dust shields on the accumulation of dust over PV panels. Environmental Science and Pollution Research, 30(22), 62905. https://doi.org/10.1007/s11356-023-26502-7
  30. Wies, R.W., Crittenden, T.H., Li, X., & Baring-Gould, I. (2009). An investigation to use tailing ponds as solar photovoltaic farms. Proceedings of the 2009 National Meeting of the American Society of Mining and Reclamation, 1416-1431.
  31. Wies, R.W., & Baring-Gould, I. (2009). Geotechnical considerations for solar panel installation on mine tailings. Proceedings of the 2009 National Meeting of the American Society of Mining and Reclamation, 1432-1449.
  32. Mancini, S., Casale, M., Tazzini, A., & Dino, G. A. (2024). Use and recovery of extractive waste and tailings for sustainable raw materials supply. Commodities, 4(1), 149-167. https://doi.org/10.3390/mining4010010
  33. Koryčanová, E., Kvasnička, P., & Mašín, D. (2017). Sustainable use of mining waste dumps: Handbook. Research Fund for Coal and Steel, European Commission.

Лицензия Creative Commons