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Deep analysis of soiling effect on glass transmittance of PV modules in seven sites in Morocco

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  • Laarabi, Bouchra
  • El Baqqal, Youssef
  • Dahrouch, Abdelouahed
  • Barhdadi, Abdelfettah

Abstract

This study is based on the characterization of soiling on glass samples exposed under real conditions at seven sites in the region of Rabat-Sale-Kenitra in Morocco. The obtained results show that soiling is a much localized phenomenon. Indeed, the deposition densities in this study were observed in the range of 0.37 g/m2/month and 2.86 g/m2/month. The effect of soiling on glass transmittance showed a reduction in the range of 1.05%/month and 10.04%/month. These rates depend on the tilt angle as well as on the exposure period in the year. It has also been noticed that there is a positive and linear correlation between the mass density of the deposit and the loss of transmittance. This depends on the period and location of exposure. However, the type of dust may affect the degree of transmittance reduction. Morphological analysis has shown that the particle size distribution has been found prevailing in the range 3–14 μm. Although some particles have irregular shapes, the majority of dust particles have a rather regular shape. In addition, the cementation at the samples located in the nearest place to the ocean is observed enhanced by the presence of salt crystals on the surface.

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  • Laarabi, Bouchra & El Baqqal, Youssef & Dahrouch, Abdelouahed & Barhdadi, Abdelfettah, 2020. "Deep analysis of soiling effect on glass transmittance of PV modules in seven sites in Morocco," Energy, Elsevier, vol. 213(C).
  • Handle: RePEc:eee:energy:v:213:y:2020:i:c:s0360544220319186
    DOI: 10.1016/j.energy.2020.118811
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    References listed on IDEAS

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    1. Ilse, Klemens K. & Figgis, Benjamin W. & Naumann, Volker & Hagendorf, Christian & Bagdahn, Jörg, 2018. "Fundamentals of soiling processes on photovoltaic modules," Renewable and Sustainable Energy Reviews, Elsevier, vol. 98(C), pages 239-254.
    2. Ullah, Asad & Imran, Hassan & Maqsood, Zaki & Butt, Nauman Zafar, 2019. "Investigation of optimal tilt angles and effects of soiling on PV energy production in Pakistan," Renewable Energy, Elsevier, vol. 139(C), pages 830-843.
    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. Gholami, Aslan & Saboonchi, Ahmad & Alemrajabi, Ali Akbar, 2017. "Experimental study of factors affecting dust accumulation and their effects on the transmission coefficient of glass for solar applications," Renewable Energy, Elsevier, vol. 112(C), pages 466-473.
    5. Hachicha, Ahmed Amine & Al-Sawafta, Israa & Said, Zafar, 2019. "Impact of dust on the performance of solar photovoltaic (PV) systems under United Arab Emirates weather conditions," Renewable Energy, Elsevier, vol. 141(C), pages 287-297.
    6. 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.
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    3. Gabriel López & Diego Ramírez & Joaquín Alonso-Montesinos & Juan Sarmiento & Jesús Polo & Nuria Martín-Chivelet & Aitor Marzo & Francisco Javier Batlles & Pablo Ferrada, 2021. "Design of a Low-Cost Multiplexer for the Study of the Impact of Soiling on PV Panel Performance," Energies, MDPI, vol. 14(14), pages 1-12, July.
    4. Alkharusi, Tarik & Huang, Gan & Markides, Christos N., 2024. "Characterisation of soiling on glass surfaces and their impact on optical and solar photovoltaic performance," Renewable Energy, Elsevier, vol. 220(C).
    5. Fan, Siyuan & Wang, Yu & Cao, Shengxian & Sun, Tianyi & Liu, Peng, 2021. "A novel method for analyzing the effect of dust accumulation on energy efficiency loss in photovoltaic (PV) system," Energy, Elsevier, vol. 234(C).
    6. 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).
    7. Fan, Siyuan & Wang, Xiao & Wang, Zun & Sun, Bo & Zhang, Zhenhai & Cao, Shengxian & Zhao, Bo & Wang, Yu, 2022. "A novel image enhancement algorithm to determine the dust level on photovoltaic (PV) panels," Renewable Energy, Elsevier, vol. 201(P1), pages 172-180.
    8. Yao, Wanxiang & Han, Xiao & Huang, Yu & Zheng, Zhimiao & Wang, Yan & Wang, Xiao, 2022. "Analysis of the influencing factors of the dust on the surface of photovoltaic panels and its weakening law to solar radiation — A case study of Tianjin," Energy, Elsevier, vol. 256(C).
    9. Honey Brahma & Shraiya Pant & Leonardo Micheli & Greg P. Smestad & Nabin Sarmah, 2022. "Effect of Environmental Factors on Photovoltaic Soiling: Experimental and Statistical Analysis," Energies, MDPI, vol. 16(1), pages 1-22, December.

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