journal article·2022-12-20Open access

CFD–DEM Simulation of Dust Deposition on Solar Panels for Desert Railways

Jinghong Zhang, Xingcai Li, Juan Wang, Li Qiao

Applied Sciences· Volume 13· Issue 1

Abstract

With the greening of the railway energy supply chain, large-scale photovoltaic power stations will be the best choice to integrate with the railways. Understanding the deposition mechanisms and rules of dust grains on photovoltaic panels is of great guiding significance for the operation of photovoltaic (PV) power stations. In this paper, based on computational fluid dynamics (CFD) combined with the discrete element method (DEM), the dynamic dust deposition process on solar panels was simulated, and the flow field around solar panels and the movement of dust particles in the wind were calculated. The simulation results of clay particles (d = 10 mm) and fine sand particles (d = 100 mm) under different wind speeds showed that the clay particles could follow the air flow properly, and their deposition rate was only 4.6%, while the deposition rate of the fine sand particles was up to 32%, which was determined by the inflow wind speed and cohesion parameters. An image of the non-uniform distribution of particles on the panels was given in this paper for the first time. This will provide a basis for a more accurate assessment of the impact of dust accumulation on PV output in real-world environments. These results provide a critical reference for railway photovoltaic power supply development in desertification areas.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Aeolian processes and effects · Aerodynamics and Fluid Dynamics Research · Particle Dynamics in Fluid Flows

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Civil Engineering, Yancheng Institute of Technology, Yancheng 224051, China

School of Physics and Electronic-Electrical Engineering, Ningxia Key Laboratory of Intelligent Sensing & Desert Information, Ningxia University, Yinchuan 750021, China

Key Laboratory of Mechanics on Disaster and Environment in Western China, The Ministry of Education of China, Lanzhou University, Lanzhou 730000, China

Office of Academic Affairs, Xinhua College of Ningxia University, Yinchuan 750021, China

Institute of Applied Mechanics, College of Mechanical and Vehicle Engineering, Taiyuan University of Technology, Shanxi Key Laboratory of Materials Strength and Structural Impact, Taiyuan 030024, China

Funding

National Natural Science Foundation of China · Leading Talents Project of Science and Technology Innovation in Ningxia Province in China · Natural Science Foundation of Ningxia Province · Natural Science Research of Jiangsu Higher Education Institutions of China · Major Science and Technology Project of Ningxia Autonomous Region · Fundamental Research Funds for the Central Universities, Lanzhou University

References (33)

Show source-provided references
1. Research and analysis of a flexible integrated development model of railway system and photovoltaic in China10.1016/j.renene.2021.04.119 ↗
2. Solar home system electrification as a viable technology option for Africa’s development10.1016/j.enpol.2005.08.019 ↗
3. Power loss due to soiling on solar panel: A review10.1016/j.rser.2016.01.044 ↗
4. Solar energy dust and soiling R&D progress: Literature review update for 201610.1016/j.rser.2017.09.015 ↗
5. Dust and soiling issues and impacts relating to solar energy systems: Literature review update for 2012–201510.1016/j.rser.2016.04.059 ↗
6. Turbulent airflow dust particle removal from solar panel surface: Analysis and experiment10.1016/j.jaerosci.2019.01.005 ↗
7. Effects of dust on the performance of concentrator photovoltaic cells
8. Degradation of photovoltaic cell performance due to dust deposition on to its surface10.1016/0960-1481(93)90064-N ↗
9. Effect of dust with different physical properties on the performance of photovoltaic cells10.1016/0038-092X(93)90135-B ↗
10. Salim, A.A., Huraib, F.S., and Eugenio, N.N. (1988, January 9–13). PV power study of system options and optimization. Proceedings of the 8th European PV Solar Energy Conference, Florence, Italy.
11. Effects of dust on the performance of PV panels
12. Simulating the dust effect on the energy performance of photovoltaic generators based on experimental measurements10.1016/j.energy.2011.06.018 ↗
13. Effect of dust pollutant type on photovoltaic performance10.1016/j.rser.2014.08.068 ↗
14. Experimental study on the effect of dust deposition on solar photovoltaic panels in desert environment10.1016/j.renene.2016.02.031 ↗
15. Understanding the effects of sand and dust accumulation on photovoltaic modules10.1016/j.renene.2012.06.007 ↗
16. Effects of wind flow structure, particle flow and deposition pattern on photovoltaic energy harvest around a block10.1016/j.apenergy.2019.113523 ↗
17. Numerical simulation of wind effects on a stand-alone ground mounted photovoltaic (PV) system10.1016/j.jweia.2014.08.008 ↗
18. Ogedengbe, A. (2013). Experimental Investigation of Wind Effect on Solar Panels. [Master’s Thesis, University of Western Ontario].
19. Air flow around isolated gable-roof buildings with different roof pitches: Wind tunnel experiments and CFD simulations10.1016/j.buildenv.2014.11.012 ↗
20. Investigation of optimal tilt angles and effects of soiling on PV energy production in Pakistan10.1016/j.renene.2019.02.114 ↗
21. Effects of particle sizes and tilt angles on dust deposition characteristics of a ground-mounted solar photovoltaic system10.1016/j.apenergy.2018.03.095 ↗
22. CFD prediction of dust pollution and impact on an isolated ground-mounted solar photovoltaic system10.1016/j.renene.2018.07.112 ↗
23. Dagher, M.M., and Kandil, H.A. (2022). Computational prediction of dust deposition on solar panels. Environ. Sci. Pollut. Res.10.1007/s11356-022-22993-y ↗
24. Mechanisms of dust diffuse pollution under forced-exhaust ventilation in fully-mechanized excavation faces by CFD-DEM10.1016/j.powtec.2017.04.045 ↗
25. Study of the creeping of irregularly shaped Martian dust particles based on DEM-CFD10.1016/j.powtec.2018.01.006 ↗
26. Mechanics of Fluidization
27. Analysis of the Screw Flight Wear Model and Wear Regularity of the Bulk Transport in Screw Ship Unloader10.1007/s40997-021-00422-8 ↗
28. Evaluation of the adhesion forces between dust particles and photovoltaic module surfaces10.1016/j.solmat.2018.11.031 ↗
29. Northeast Asian dust storms: Real-time numerical prediction and validation10.1029/2003JD003667 ↗
30. Sayigh, A.A.M. (1978, January 16–21). Effect of dust on flat plate collectors. Proceedings of the International Solar Energy Society Congress, New Delhi, India.10.1016/B978-1-4832-8407-1.50190-2 ↗
31. Study on the cleaning and cooling of solar photovoltaic panels using compressed airflow10.1016/j.solener.2021.04.050 ↗
32. Effectively predict the solar radiation transmittance of dusty photovoltaic panels through Lambert-Beer law10.1016/j.renene.2018.02.046 ↗
33. Influences of dust deposition on ground-mounted solar photovoltaic arrays: A CFD simulation study10.1016/j.renene.2018.11.096 ↗