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A numerical study of dust deposition effects on photovoltaic modules and photovoltaic-thermal systems

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  1. Mansoor Mustafa & Muhammad Omer Farooq Malik & Ahsen Maqsoom, 2024. "Barriers to Solar PV Adoption in Developing Countries: Multiple Regression and Analytical Hierarchy Process Approach," Sustainability, MDPI, vol. 16(3), pages 1-19, January.
  2. Mukhamad Faeshol Umam & Md. Hasanuzzaman & Nasrudin Abd Rahim, 2022. "Global Advancement of Nanofluid-Based Sheet and Tube Collectors for a Photovoltaic Thermal System," Energies, MDPI, vol. 15(15), pages 1-37, August.
  3. Kazemian, Arash & Khatibi, Meysam & Ma, Tao & Peng, Jinqing & Hongxing, Yang, 2023. "A thermal performance-enhancing strategy of photovoltaic thermal systems by applying surface area partially covered by solar cells," Applied Energy, Elsevier, vol. 329(C).
  4. Alkharusi, Tarik & Russo, Giuseppe & Oyeniran, Adelani & Pandey, Chandan & Buonomano, Annamaria & Palombo, Adolfo & Markides, Christos N., 2026. "Quantifying the influence of soiling on PV module energy production based on a coupled opto-thermal-electrical model: An international assessment in different climatic conditions," Renewable Energy, Elsevier, vol. 256(PE).
  5. Alshawaf, Mohammad & Poudineh, Rahmatallah & Alhajeri, Nawaf S., 2020. "Solar PV in Kuwait: The effect of ambient temperature and sandstorms on output variability and uncertainty," Renewable and Sustainable Energy Reviews, Elsevier, vol. 134(C).
  6. Zhao, Wenjun & Han, Zunshi & Wu, Yupeng & Lu, Hao, 2025. "Numerical simulation of dust deposition influences on building integrated photovoltaic array," Renewable Energy, Elsevier, vol. 250(C).
  7. Krzysztof Pytel & Wiktor Hudy, 2022. "Use of Evolutionary Algorithm for Identifying Quantitative Impact of PM2.5 and PM10 on PV Power Generation," Energies, MDPI, vol. 15(21), pages 1-24, November.
  8. Raj Kumar Saini & Devender Kumar Saini & Rajeev Gupta & Piush Verma & RP Dwivedi & Ashwani Kumar & Diksha Chauhan & Sushil Kumar, 2023. "Effects of dust on the performance of solar panels – a review update from 2015–2020," Energy & Environment, , vol. 34(6), pages 2110-2162, September.
  9. Rejeb, Oussama & Gaillard, Leon & Giroux-Julien, Stéphanie & Ghenai, Chaouki & Jemni, Abdelmajid & Bettayeb, Maamar & Menezo, Christophe, 2020. "Novel solar PV/Thermal collector design for the enhancement of thermal and electrical performances," Renewable Energy, Elsevier, vol. 146(C), pages 610-627.
  10. Mahsa Z. Farahmand & M. E. Nazari & S. Shamlou & Miadreza Shafie-khah, 2021. "The Simultaneous Impacts of Seasonal Weather and Solar Conditions on PV Panels Electrical Characteristics," Energies, MDPI, vol. 14(4), pages 1-19, February.
  11. Zhao, Weiping & Lv, Yukun & Zhou, Qingwen & Yan, Weiping, 2021. "Investigation on particle deposition criterion and dust accumulation impact on solar PV module performance," Energy, Elsevier, vol. 233(C).
  12. Gulfam, Raza & Zhang, Peng, 2019. "Power generation and longevity improvement of renewable energy systems via slippery surfaces – A review," Renewable Energy, Elsevier, vol. 143(C), pages 922-938.
  13. Zhao, Ning & Yan, Suying & Zhang, Na & Zhao, Xiaoyan, 2022. "Impacts of seasonal dust accumulation on a point-focused Fresnel high-concentration photovoltaic/thermal system," Renewable Energy, Elsevier, vol. 191(C), pages 732-746.
  14. Vengadesan, Elumalai & Senthil, Ramalingam, 2020. "A review on recent developments in thermal performance enhancement methods of flat plate solar air collector," Renewable and Sustainable Energy Reviews, Elsevier, vol. 134(C).
  15. Kazemian, Arash & Yang, Hongxing & Xiang, Changying, 2025. "Assessing the effects of photovoltaic and solar thermal ratios on performance, cost, and emissions in combined solar configurations," Applied Energy, Elsevier, vol. 384(C).
  16. Ju, Xing & Abd El-Samie, Mostafa M. & Xu, Chao & Yu, Hangyu & Pan, Xinyu & Yang, Yongping, 2020. "A fully coupled numerical simulation of a hybrid concentrated photovoltaic/thermal system that employs a therminol VP-1 based nanofluid as a spectral beam filter," Applied Energy, Elsevier, vol. 264(C).
  17. Yi, Zhengming & Cui, Linqiang & Liu, Xueqing & Li, Jianlan & Lu, Luyi, 2025. "Characteristics of airflow motion and distribution of dust microparticles deposition in the flow field of photovoltaic panels," Renewable Energy, Elsevier, vol. 245(C).
  18. Wang, Zhimin & Kong, Fance & Yuan, Tuo & Deng, Tianrui, 2024. "Study on the influence of dust accumulation on the optical performance of trough solar concentrator under different rainfall intensities based on alpine areas," Renewable Energy, Elsevier, vol. 222(C).
  19. Malhis, Shatha & Shadid, Reem & Al-Alawi, Mohammed & Ahmed, Abdullahi & Farr, Eric & Piroozfar, Poorang, 2026. "Data-driven cleaning optimisation strategy for multi-technology PV systems in the higher education sector in arid climate: A case study perspective in MENA region," Renewable Energy, Elsevier, vol. 257(C).
  20. Raillani, Benyounes & Salhi, Mourad & Chaatouf, Dounia & Amraqui, Samir & Mezrhab, Ahmed, 2022. "Optimization of a porous wind barrier to reduce soiling and avoid shading losses of photovoltaic panels," Renewable Energy, Elsevier, vol. 189(C), pages 510-523.
  21. Kazemian, Arash & Ma, Tao & Hongxing, Yang, 2024. "Evaluation of various collector configurations for a photovoltaic thermal system to achieve high performance, low cost, and lightweight," Applied Energy, Elsevier, vol. 357(C).
  22. Salari, Ali & Shakibi, Hamid & Soleimanzade, Mohammad Amin & Sadrzadeh, Mohtada & Hakkaki-Fard, Ali, 2024. "Application of machine learning in evaluating and optimizing the hydrogen production performance of a solar-based electrolyzer system," Renewable Energy, Elsevier, vol. 220(C).
  23. Kong, Fance & Wang, Zhimin & Wang, Xing & Yue, Shangyu, 2025. "Influence of compressed air dust removal on trough solar system in summer based on alpine areas: heat collection performance analysis and neural network prediction research," Energy, Elsevier, vol. 341(C).
  24. Wu, Ze & Yan, Suying & Wang, Zefeng & Ming, Tingzhen & Zhao, Xiaoyan & Ma, Rui & Wu, Yuting, 2020. "The effect of dust accumulation on the cleanliness factor of a parabolic trough solar concentrator," Renewable Energy, Elsevier, vol. 152(C), pages 529-539.
  25. Pang, Wei & Cui, Yanan & Zhang, Qian & Wilson, Gregory.J. & Yan, Hui, 2020. "A comparative analysis on performances of flat plate photovoltaic/thermal collectors in view of operating media, structural designs, and climate conditions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 119(C).
  26. Fan, Siyuan & Wang, Xiao & Cao, Shengxian & Wang, Yu & Zhang, Yanhui & Liu, Bingzheng, 2022. "A novel model to determine the relationship between dust concentration and energy conversion efficiency of photovoltaic (PV) panels," Energy, Elsevier, vol. 252(C).
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