Abstract
The accumulation of dust pollution on the photovoltaic (PV) module can have a significant effect on the productivity and efficiency of PV systems in different locations in the world. Dust which accumulated over time on the PV module and is based on weather conditions led to the reduction in the effectiveness of solar cells. The aim of this research was to experimentally investigate the effect of the natural dust and the effects of environmental parameters on PV performance. The experiments were conducted to propose a model for the current, voltage, power and efficiency and to simulate the effect of environmental parameters on PV performance. The natural dust investigated consisted of different compounds: SiO2 (45.53 %), CaO (24.62 %), Al2O3 (10.83 %), Fe2O3 (10.46 %), MgO (6.33 %), K2O (0.87 %), TiO2 (0.45 %), SO3 (0.24 %), MnO2 (0.21), Cr2O3 (0.23 %), SrO (0.13 %) and NiO (0.09 %). It was found that the most accurate correlation is a polynomial from seventh degree for current, voltage, power and efficiency, fourth degree for solar radiation and temperature, cubic degree for humidity and wind velocity. The coefficients of general model are 0.6343, 0.0110, 0.0 and 0.0001 for PV module, respectively, with 0.0011 fitting factor. The proposed model has been validated using models in the literature.
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Ahmed, Z., Kazem, H. A., & Sopian, K. (2013).Effect of dust on photovoltaic performance: Review and research status. Latest Trends in Renewable Energy and Environmental Informatics 193–9.
Benatiallah, A., Ali, A. M., Abidi, F., Benatiallah, D., Harrouz, A., & Mansouri, I. (2012). Experimental study of dust effect in Mult-Crystal PV solar module. International Journal of Multidisciplinary Sciences and Engineering, 3, 3.
Brown, K., Narum, T., & Jing, N. (2012). Soiling test methods and their use in predicting performance of photovoltaic modules in soiling environments. In Photovoltaic Specialists Conference (PVSC), 2012 38th IEEE (pp. 001881-001885).
Darwish, Z. A., Kazem, H. A., Sopian, K., Alghoul, M., & Chaichan, M. T. (2013). Impact of some environmental variables with dust on solar photovoltaic (PV) performance review and research status. Int J Energ Environ, 7(4), 152–159.
Darwish, Z. A., Kazem, H. A., Sopian, K., Al-Goul, M., & Alawadhi, H. (2015). Effect of dust pollutant type on photovoltaic performance. Renewable and Sustainable Energy Reviews, 41, 735–744.
El-Nashar, A. M. (2003). Effect of dust deposition on the performance of a solar desalination plant operating in an arid desert area. Solar Energy, 75, 421–431.
El-Nashar, A. M. (2009). Seasonal effect of dust deposition on a field of evacuated tube collectors on the performance of a solar desalination plant. Desalination, 239, 66–81.
El-Shobokshy, M. S., & Hussein, F. M. (1993). Degradation of photovoltaic cell performance due to dust deposition on to its surface. Renewable Energy, 3, 585–590.
Gupta, S. K., & Purohit, P. (2013). Renewable energy certificate mechanism in India: A preliminary assessment. Renewable and Sustainable Energy Reviews, 22, 380–392.
Hasan, A., & Sayigh, A. (1992). The effect of sand dust accumulation on the light transmittance, reflectance, and absorbance of the PV glazing (pp. 461–466). Oxford: Renewable Energy Technology and the Environment Pergamon Press.
Jiang, H., Lu, L., & Sun, K. (2011). Experimental investigation of the impact of airborne dust deposition on the performance of solar photovoltaic (PV) modules. Atmospheric Environment, 45, 4299–4304.
Jiang, J.-A., Wang, J.-C., Kuo, K.-C., Su, Y.-L., Shieh, J.-C., & Chou, J.-J. (2012). Analysis of the junction temperature and thermal characteristics of photovoltaic modules under various operation conditions. Energy, 44, 292–301.
Kaldellis, J., Fragos, P., & Kapsali, M. (2011). Systematic experimental study of the pollution deposition impact on the energy yield of photovoltaic installations. Renewable Energy, 36, 2717–2724.
Kaldellis, J., & Kapsali, M. (2011). Simulating the dust effect on the energy performance of photovoltaic generators based on experimental measurements. Energy, 36, 5154–5161.
Kaldellis, J., & Kokala, A. (2010). Quantifying the decrease of the photovoltaic panels’ energy yield due to phenomena of natural air pollution disposal. Energy, 35, 4862–4869.
Kazem, Hussein A., Khatib, Tamer, & Sopian, K. (2013). Sizing of a standalone photovoltaic/battery system at minimum cost for remote housing electrification in Sohar, Oman. Elsevier-Energy and Building, 6C, 108–115.
Kumar, S., & Chaurasia, P. (2014). Experimental study on the effect of dust deposition on solar photovoltaic panel in Jaipur. International Journal of Science and Research (IJSR), 3, 1690–1693.
Lo Brano, V., Orioli, A., Ciulla, G., & Di Gangi, A. (2010). An improved five-parameter model for photovoltaic modules. Solar Energy Materials and Solar Cells, 94, 1358–1370.
Maghami, M. R., Hizam, H., Gomes, C., Radzi, M. A., Rezadad, M. I., & Hajighorbani, S. (2016). Power loss due to soiling on solar panel: A review. Renewable and Sustainable Energy Reviews, 59, 1307–1316.
Mani, M., & Pillai, R. (2010). Impact of dust on solar photovoltaic (PV) performance: Research status, challenges and recommendations. Renewable and Sustainable Energy Reviews, 14, 3124–3131.
Manzano-Agugliaro, F., Alcayde, A., Montoya, F., Zapata-Sierra, A., & Gil, C. (2013). Scientific production of renewable energies worldwide: An overview. Renewable and Sustainable Energy Reviews, 18, 134–143.
Mohamed, A. O., & Hasan, A. (2012). Effect of dust accumulation on performance of photovoltaic solar modules in Sahara environment. Journal of Basic and Applied Scientific Research, 2, 11030–11036.
Molki, A. (2010). Dust affects solar-cell efficiency. Physics Education, 45, 456–458.
Nimmo, B., & Said, S. A. (1981). Effects of dust on the performance of thermal and photovoltaic flat plate collectors in Saudi Arabia-Preliminary results. In Alternative energy sources II (Vol. 1, pp. 145–152).
Rao, A., Pillai, R., Mani, M., & Ramamurthy, P. (2014). Influence of dust deposition on photovoltaic panel performance. Energy Procedia, 54, 690–700.
Said, S. A., & Walwil, H. M. (2014). Fundamental studies on dust fouling effects on PV module performance. Solar Energy, 107, 328–337.
Saidan, M., Albaali, A. G., Alasis, E., & Kaldellis, J. K. (2016). Experimental study on the effect of dust deposition on solar photovoltaic panels in desert environment. Renewable Energy, 92, 499–505.
Sayigh, A., Al-Jandal, S., & Ahmed, H. (1985). Dust effect on solar flat surfaces devices in Kuwait. In Proceedings of the workshop on the physics of non-conventional energy sources and materials science for energy (pp. 2–20).
Sayyah, A., Horenstein, M. N., & Mazumder, M. K. (2014). Energy yield loss caused by dust deposition on photovoltaic panels. Solar Energy, 107, 576–604.
Touati, F., Al-Hitmi, M., & Bouchech, H. (2012). Towards understanding the effects of climatic and environmental factors on solar PV performance in arid desert regions (Qatar) for various PV technologies. In Renewable Energies and Vehicular Technology (REVET), 2012 First International Conference on (pp. 78–83).
Touati, F., Massoud, A., Hamad, J. A., & Saeed, A. (2013). Effects of environmental and climatic conditions on PV efficiency in Qatar. Renewable Energy and Power Quality Journal, ISSN.
Urrejola, E., Antonanzas, J., Ayala, P., Salgado, M., Ramírez-Sagner, G., Cortés, C., et al. (2016). Effect of soiling and sunlight exposure on the performance ratio of photovoltaic technologies in Santiago, Chile. Energy Conversion and Management, 114, 338–347.
Acknowledgments
The research leading to these results has received Research Project Grant Funding from the Research Council of the Sultanate of Oman, Research Grant Agreement No. ORG SU EI 11 010. The authors would like to acknowledge support from the Research Council of Oman. The authors would like to thank Mr Mohammed Shameer, the supervisor of X-ray center for material analysis at the University of Sharjah in U.A.E, for assisting in the analysis of dust samples. Finally, thanks go to Mr Miqdam T Chaichan from University of Technology, Iraq.
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Appendix A
Appendix A
See Table 8.
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Darwish, Z.A., Kazem, H.A., Sopian, K. et al. Experimental investigation of dust pollutants and the impact of environmental parameters on PV performance: an experimental study. Environ Dev Sustain 20, 155–174 (2018). https://doi.org/10.1007/s10668-016-9875-7
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DOI: https://doi.org/10.1007/s10668-016-9875-7