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Effect of dust, humidity and air velocity on efficiency of photovoltaic cells

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  1. Bamisile, Olusola & Acen, Caroline & Cai, Dongsheng & Huang, Qi & Staffell, Iain, 2025. "The environmental factors affecting solar photovoltaic output," Renewable and Sustainable Energy Reviews, Elsevier, vol. 208(C).
  2. AlZahrani, Khaled S., 2023. "Experimental investigation of soiling impact on PV module performance in Yanbu Al Sinaiyah, Saudi Arabia," Renewable Energy, Elsevier, vol. 216(C).
  3. Elkharraz, Abdelkader & Boussaid, Mohammed & El Mohri, Abdennour & Djarfour, Noureddine & Othmani, Mourad, 2025. "A novel acceleration law for sand erosion degradation of photovoltaic modules," Renewable Energy, Elsevier, vol. 243(C).
  4. Gao, Xifeng & Li, Yichu & Liu, Mengmeng & Lian, Jijian & Ma, Qian & Zhang, Ju & Wu, Sheng & Cui, Yiming, 2025. "An exploratory framework for analyzing the impact of salt deposition on offshore photovoltaic system," Renewable Energy, Elsevier, vol. 242(C).
  5. Ehsan Noorollahi & Dawud Fadai & Mohsen Akbarpour Shirazi & Seyed Hassan Ghodsipour, 2016. "Land Suitability Analysis for Solar Farms Exploitation Using GIS and Fuzzy Analytic Hierarchy Process (FAHP)—A Case Study of Iran," Energies, MDPI, vol. 9(8), pages 1-24, August.
  6. Hosseini, Seyyed Ahmad & Kermani, Ali M. & Arabhosseini, Akbar, 2019. "Experimental study of the dew formation effect on the performance of photovoltaic modules," Renewable Energy, Elsevier, vol. 130(C), pages 352-359.
  7. Wang, Derek D. & Sueyoshi, Toshiyuki, 2017. "Assessment of large commercial rooftop photovoltaic system installations: Evidence from California," Applied Energy, Elsevier, vol. 188(C), pages 45-55.
  8. Gao, Xifeng & Zang, Yuesong & Ma, Qian & Liu, Mengmeng & Cui, Yiming & Dang, Dazhi, 2025. "A physics-constrained deep learning framework enhanced with signal decomposition for accurate short-term photovoltaic power generation forecasting," Energy, Elsevier, vol. 326(C).
  9. Ogbomo, Osarumen O. & Amalu, Emeka H. & Ekere, N.N. & Olagbegi, P.O., 2017. "A review of photovoltaic module technologies for increased performance in tropical climate," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 1225-1238.
  10. Javadi, F.S. & Saidur, R. & Kamalisarvestani, M., 2013. "Investigating performance improvement of solar collectors by using nanofluids," Renewable and Sustainable Energy Reviews, Elsevier, vol. 28(C), pages 232-245.
  11. Chanchangi, Yusuf N. & Ghosh, Aritra & Sundaram, Senthilarasu & Mallick, Tapas K., 2020. "Dust and PV Performance in Nigeria: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 121(C).
  12. Rehman, Tauseef-ur & Qaisrani, Mumtaz A. & Shafiq, M. Basit & Baba, Yousra Filali & Aslfattahi, Navid & Shahsavar, Amin & Cheema, Taqi Ahmad & Park, Cheol Woo, 2025. "Global perspectives on advancing photovoltaic system performance—A state-of-the-art review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 207(C).
  13. Khaled M. Alawasa & Rashid S. AlAbri & Amer S. Al-Hinai & Mohammed H. Albadi & Abdullah H. Al-Badi, 2021. "Experimental Study on the Effect of Dust Deposition on a Car Park Photovoltaic System with Different Cleaning Cycles," Sustainability, MDPI, vol. 13(14), pages 1-16, July.
  14. 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.
  15. Minaei, Foad & Minaei, Masoud & Kougias, Ioannis & Shafizadeh-Moghadam, Hossein & Hosseini, Seyed Ali, 2021. "Rural electrification in protected areas: A spatial assessment of solar photovoltaic suitability using the fuzzy best worst method," Renewable Energy, Elsevier, vol. 176(C), pages 334-345.
  16. A. Bassam & O. May Tzuc & M. Escalante Soberanis & L. J. Ricalde & B. Cruz, 2017. "Temperature Estimation for Photovoltaic Array Using an Adaptive Neuro Fuzzy Inference System," Sustainability, MDPI, vol. 9(8), pages 1-16, August.
  17. Ma, Chao & Liu, Zhao, 2022. "Water-surface photovoltaics: Performance, utilization, and interactions with water eco-environment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).
  18. Glick, Andrew & Ali, Naseem & Bossuyt, Juliaan & Recktenwald, Gerald & Calaf, Marc & Cal, Raúl Bayoán, 2020. "Infinite photovoltaic solar arrays: Considering flux of momentum and heat transfer," Renewable Energy, Elsevier, vol. 156(C), pages 791-803.
  19. Hu, Weiwei & Li, Xingcai & Wang, Juan & Tian, Zihang & Zhou, Bin & Wu, Jinpeng & Li, Runmin & Li, Wencang & Ma, Ning & Kang, Jixuan & Wang, Yong & Tian, Jialong & Dai, Jibin, 2022. "Experimental research on the convective heat transfer coefficient of photovoltaic panel," Renewable Energy, Elsevier, vol. 185(C), pages 820-826.
  20. Ghosh, Santosh & Yadav, Vinod Kumar & Mukherjee, Vivekananda, 2018. "Evaluation of cumulative impact of partial shading and aerosols on different PV array topologies through combined Shannon's entropy and DEA," Energy, Elsevier, vol. 144(C), pages 765-775.
  21. Ranjbaran, Parisa & Yousefi, Hossein & Gharehpetian, G.B. & Astaraei, Fatemeh Razi, 2019. "A review on floating photovoltaic (FPV) power generation units," Renewable and Sustainable Energy Reviews, Elsevier, vol. 110(C), pages 332-347.
  22. Jamil, Wan Juzaili & Abdul Rahman, Hasimah & Shaari, Sulaiman & Salam, Zainal, 2017. "Performance degradation of photovoltaic power system: Review on mitigation methods," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 876-891.
  23. Emran Aljdaeh & Innocent Kamwa & Waleed Hammad & Mohammed I. Abuashour & Tha’er Sweidan & Haris M. Khalid & S. M. Muyeen, 2021. "Performance Enhancement of Self-Cleaning Hydrophobic Nanocoated Photovoltaic Panels in a Dusty Environment," Energies, MDPI, vol. 14(20), pages 1-18, October.
  24. Sawadogo, Windmanagda & Abiodun, Babatunde J. & Okogbue, Emmanuel C., 2020. "Impacts of global warming on photovoltaic power generation over West Africa," Renewable Energy, Elsevier, vol. 151(C), pages 263-277.
  25. Qi, Jiacheng & Dong, Qichang & Song, Ye & Zhao, Xiaoqing & Shi, Long, 2025. "Combining dust scaling behaviors of PV panels and water cleaning methods," Renewable and Sustainable Energy Reviews, Elsevier, vol. 212(C).
  26. Moshwan, Raza & Shi, Xiao-Lei & Zhang, Min & Yue, Yicheng & Liu, Wei-Di & Li, Meng & Wang, Lijun & Liang, Daniel & Chen, Zhi-Gang, 2025. "Advances and challenges in hybrid photovoltaic-thermoelectric systems for renewable energy," Applied Energy, Elsevier, vol. 380(C).
  27. Zaihidee, Fardila Mohd & Mekhilef, Saad & Seyedmahmoudian, Mehdi & Horan, Ben, 2016. "Dust as an unalterable deteriorative factor affecting PV panel's efficiency: Why and how," Renewable and Sustainable Energy Reviews, Elsevier, vol. 65(C), pages 1267-1278.
  28. Chou, Shuo-Yan & Nguyen, Thi Anh Tuyet & Yu, Tiffany Hui-Kuang & Phan, Nguyen Ky Phuc, 2015. "Financial assessment of government subsidy policy on photovoltaic systems for industrial users: A case study in Taiwan," Energy Policy, Elsevier, vol. 87(C), pages 505-516.
  29. Saidan, Motasem & Albaali, Abdul Ghani & Alasis, Emil & Kaldellis, John K., 2016. "Experimental study on the effect of dust deposition on solar photovoltaic panels in desert environment," Renewable Energy, Elsevier, vol. 92(C), pages 499-505.
  30. Evaldo C. Gouvêa & Pedro M. Sobrinho & Teófilo M. Souza, 2017. "Spectral Response of Polycrystalline Silicon Photovoltaic Cells under Real-Use Conditions," Energies, MDPI, vol. 10(8), pages 1-13, August.
  31. Gunasekar, N. & Mohanraj, M. & Velmurugan, V., 2015. "Artificial neural network modeling of a photovoltaic-thermal evaporator of solar assisted heat pumps," Energy, Elsevier, vol. 93(P1), pages 908-922.
  32. Murat Altıntaş & Serdal Arslan, 2021. "The Study of Dust Removal Using Electrostatic Cleaning System for Solar Panels," Sustainability, MDPI, vol. 13(16), pages 1-18, August.
  33. Mostafa. F. Shaaban & Amal Alarif & Mohamed Mokhtar & Usman Tariq & Ahmed H. Osman & A. R. Al-Ali, 2020. "A New Data-Based Dust Estimation Unit for PV Panels," Energies, MDPI, vol. 13(14), pages 1-17, July.
  34. Hammad, Bashar & Al–Abed, Mohammad & Al–Ghandoor, Ahmed & Al–Sardeah, Ali & Al–Bashir, Adnan, 2018. "Modeling and analysis of dust and temperature effects on photovoltaic systems’ performance and optimal cleaning frequency: Jordan case study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 2218-2234.
  35. Ramli, Makbul A.M. & Prasetyono, Eka & Wicaksana, Ragil W. & Windarko, Novie A. & Sedraoui, Khaled & Al-Turki, Yusuf A., 2016. "On the investigation of photovoltaic output power reduction due to dust accumulation and weather conditions," Renewable Energy, Elsevier, vol. 99(C), pages 836-844.
  36. Samantha M. Treacy & Alexandra B. Moura, 2025. "The effects and financial impacts of wildfire smoke on solar photovoltaic power production in Alberta, Canada," Working Papers REM 2025/0373, ISEG - Lisbon School of Economics and Management, REM, Universidade de Lisboa.
  37. Wati, Elvis & Meukam, Pierre, 2024. "Impact of the climate change on the site suitability for solar farms: Case study of Cameroon," Renewable Energy, Elsevier, vol. 225(C).
  38. Obiwulu, Anthony Umunnakwe & Erusiafe, Nald & Olopade, Muteeu Abayomi & Nwokolo, Samuel Chukwujindu, 2020. "Modeling and optimization of back temperature models of mono-crystalline silicon modules with special focus on the effect of meteorological and geographical parameters on PV performance," Renewable Energy, Elsevier, vol. 154(C), pages 404-431.
  39. Kahoul, Nabil & Chenni, Rachid & Cheghib, Hocine & Mekhilef, Saad, 2017. "Evaluating the reliability of crystalline silicon photovoltaic modules in harsh environment," Renewable Energy, Elsevier, vol. 109(C), pages 66-72.
  40. Mitrentsis, Georgios & Lens, Hendrik, 2022. "An interpretable probabilistic model for short-term solar power forecasting using natural gradient boosting," Applied Energy, Elsevier, vol. 309(C).
  41. Hussain, F. & Othman, M.Y.H & Sopian, K. & Yatim, B. & Ruslan, H. & Othman, H., 2013. "Design development and performance evaluation of photovoltaic/thermal (PV/T) air base solar collector," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 431-441.
  42. Ali, Ali Seid & Bounahmidi, Tijani, 2025. "Photovoltaic-thermal driven membrane distillation water desalination: Dynamic simulation in an actual weather condition," Energy, Elsevier, vol. 324(C).
  43. Sharma, Vikrant & Chandel, S.S., 2013. "Performance and degradation analysis for long term reliability of solar photovoltaic systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 27(C), pages 753-767.
  44. Chien-Chiao Chao & Kuo-An Hung & Szu-Yuan Chen & Feng-Yi Lin & Tzu-Ping Lin, 2021. "Application of a High-Density Temperature Measurement System for the Management of the Kaohsiung House Project," Sustainability, MDPI, vol. 13(2), pages 1-16, January.
  45. Parsay, Alireza & Gandomzadeh, Mahdi & Yaghoubi, Ali Akbar & Hoorsun, Arman & Gholami, Aslan & Zandi, Majid & Gavagsaz-ghoachani, Roghayeh & Kazem, Hussein A., 2025. "Enhancing photovoltaic efficiency: An in-depth systematic review and critical analysis of dust monitoring, mitigation, and cleaning techniques," Applied Energy, Elsevier, vol. 388(C).
  46. Mohammed Alkahtani & Yihua Hu & Zuyu Wu & Colin Sokol Kuka & Muflih S. Alhammad & Chen Zhang, 2020. "Gene Evaluation Algorithm for Reconfiguration of Medium and Large Size Photovoltaic Arrays Exhibiting Non-Uniform Aging," Energies, MDPI, vol. 13(8), pages 1-19, April.
  47. Sarver, Travis & Al-Qaraghuli, Ali & Kazmerski, Lawrence 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, Elsevier, vol. 22(C), pages 698-733.
  48. Ali, Dilawer & Ratismith, Wattana, 2021. "A semicircular trough solar collector for air-conditioning system using a single effect NH3–H2O absorption chiller," Energy, Elsevier, vol. 215(PA).
  49. Cucchiella, Federica & D'Adamo, Idiano, 2012. "Estimation of the energetic and environmental impacts of a roof-mounted building-integrated photovoltaic systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(7), pages 5245-5259.
  50. Karim Menoufi, 2017. "Dust Accumulation on the Surface of Photovoltaic Panels: Introducing the Photovoltaic Soiling Index (PVSI)," Sustainability, MDPI, vol. 9(6), pages 1-12, June.
  51. Mohanraj, M. & Belyayev, Ye. & Jayaraj, S. & Kaltayev, A., 2018. "Research and developments on solar assisted compression heat pump systems – A comprehensive review (Part A: Modeling and modifications)," Renewable and Sustainable Energy Reviews, Elsevier, vol. 83(C), pages 90-123.
  52. Jha, Aprajeeta & Tripathy, P.P., 2019. "Heat transfer modeling and performance evaluation of photovoltaic system in different seasonal and climatic conditions," Renewable Energy, Elsevier, vol. 135(C), pages 856-865.
  53. Rafi Zahedi & Parisa Ranjbaran & Gevork B. Gharehpetian & Fazel Mohammadi & Roya Ahmadiahangar, 2021. "Cleaning of Floating Photovoltaic Systems: A Critical Review on Approaches from Technical and Economic Perspectives," Energies, MDPI, vol. 14(7), pages 1-25, April.
  54. Hamid Iftikhar & Eduardo Sarquis & P. J. Costa Branco, 2021. "Why Can Simple Operation and Maintenance (O&M) Practices in Large-Scale Grid-Connected PV Power Plants Play a Key Role in Improving Its Energy Output?," Energies, MDPI, vol. 14(13), pages 1-29, June.
  55. Elbreki, A.M. & Alghoul, M.A. & Al-Shamani, A.N. & Ammar, A.A. & Yegani, Bita & Aboghrara, Alsanossi M. & Rusaln, M.H. & Sopian, K., 2016. "The role of climatic-design-operational parameters on combined PV/T collector performance: A critical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 57(C), pages 602-647.
  56. Maghami, Mohammad Reza & Hizam, Hashim & Gomes, Chandima & Radzi, Mohd Amran & Rezadad, Mohammad Ismael & Hajighorbani, Shahrooz, 2016. "Power loss due to soiling on solar panel: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 59(C), pages 1307-1316.
  57. Kim, Moon Joon, 2024. "Air Pollution and Solar Photovoltaic Power Generation: Evidence from South Korea," Energy Economics, Elsevier, vol. 139(C).
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  63. Shen, Yaxin & Fouladirad, Mitra & Grall, Antoine, 2025. "Mathematical modeling of solar farm performance degradation in a dynamic environment for condition-based maintenance," Reliability Engineering and System Safety, Elsevier, vol. 257(PA).
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  65. Jufri, Fauzan Hanif & Oh, Seongmun & Jung, Jaesung, 2019. "Development of Photovoltaic abnormal condition detection system using combined regression and Support Vector Machine," Energy, Elsevier, vol. 176(C), pages 457-467.
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