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Impact of dust on solar photovoltaic (PV) performance: Research status, challenges and recommendations

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  1. Zhao, Weiping & Lv, Yukun & Zhou, Qingwen & Yan, Weiping, 2021. "Collision-adhesion mechanism of particles and dust deposition simulation on solar PV modules," Renewable Energy, Elsevier, vol. 176(C), pages 169-182.
  2. Al-Maamary, Hilal M.S. & Kazem, Hussein A. & Chaichan, Miqdam T., 2017. "The impact of oil price fluctuations on common renewable energies in GCC countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 989-1007.
  3. Hamed H. Saber & Ali E. Hajiah & Saleh A. Alshehri & Hussain J. Hussain, 2021. "Investigating the Effect of Dust Accumulation on the Solar Reflectivity of Coating Materials for Cool Roof Applications," Energies, MDPI, vol. 14(2), pages 1-24, January.
  4. Conceição, Ricardo & González-Aguilar, José & Merrouni, Ahmed Alami & Romero, Manuel, 2022. "Soiling effect in solar energy conversion systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 162(C).
  5. Ramez Abdallah & Adel Juaidi & Salameh Abdel-Fattah & Mahmoud Qadi & Montaser Shadid & Aiman Albatayneh & Hüseyin Çamur & Amos García-Cruz & Francisco Manzano-Agugliaro, 2022. "The Effects of Soiling and Frequency of Optimal Cleaning of PV Panels in Palestine," Energies, MDPI, vol. 15(12), pages 1-18, June.
  6. Micheli, Leonardo & Theristis, Marios & Talavera, Diego L. & Almonacid, Florencia & Stein, Joshua S. & Fernández, Eduardo F., 2020. "Photovoltaic cleaning frequency optimization under different degradation rate patterns," Renewable Energy, Elsevier, vol. 166(C), pages 136-146.
  7. 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.
  8. Huang, Pengluan & Hu, Guoqiang & Zhao, Xiaodong & Lu, Luyi & Ding, Honggang & Li, Jianlan, 2022. "Effect of organics on the adhesion of dust to PV panel surfaces under condensation," Energy, Elsevier, vol. 261(PB).
  9. 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.
  10. Maheri, Alireza, 2014. "A critical evaluation of deterministic methods in size optimisation of reliable and cost effective standalone hybrid renewable energy systems," Reliability Engineering and System Safety, Elsevier, vol. 130(C), pages 159-174.
  11. Lu, Hao & Lu, Lin & Wang, Yuanhao, 2016. "Numerical investigation of dust pollution on a solar photovoltaic (PV) system mounted on an isolated building," Applied Energy, Elsevier, vol. 180(C), pages 27-36.
  12. Pringle, Adam M. & Handler, R.M. & Pearce, J.M., 2017. "Aquavoltaics: Synergies for dual use of water area for solar photovoltaic electricity generation and aquaculture," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 572-584.
  13. Giovanni Cipriani & Antonino D’Amico & Stefania Guarino & Donatella Manno & Marzia Traverso & Vincenzo Di Dio, 2020. "Convolutional Neural Network for Dust and Hotspot Classification in PV Modules," Energies, MDPI, vol. 13(23), pages 1-17, December.
  14. Ewa Klugmann-Radziemska, 2020. "Shading, Dusting and Incorrect Positioning of Photovoltaic Modules as Important Factors in Performance Reduction," Energies, MDPI, vol. 13(8), pages 1-12, April.
  15. Adinoyi, Muhammed J. & Said, Syed A.M., 2013. "Effect of dust accumulation on the power outputs of solar photovoltaic modules," Renewable Energy, Elsevier, vol. 60(C), pages 633-636.
  16. Darwish, Zeki Ahmed & Kazem, Hussein A. & Sopian, K. & Al-Goul, M.A. & Alawadhi, Hussain, 2015. "Effect of dust pollutant type on photovoltaic performance," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 735-744.
  17. Figgis, Benjamin & Ennaoui, Ahmed & Ahzi, Said & Rémond, Yves, 2017. "Review of PV soiling particle mechanics in desert environments," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 872-881.
  18. 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.
  19. Nick Middleton & Utchang Kang, 2017. "Sand and Dust Storms: Impact Mitigation," Sustainability, MDPI, vol. 9(6), pages 1-22, June.
  20. 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.
  21. 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.
  22. Lu, Hao & Zhao, Wenjun, 2019. "CFD prediction of dust pollution and impact on an isolated ground-mounted solar photovoltaic system," Renewable Energy, Elsevier, vol. 131(C), pages 829-840.
  23. Ghosh, Santosh & Yadav, Vinod Kumar & Mukherjee, Vivekananda & Yadav, Pankaj, 2017. "Evaluation of relative impact of aerosols on photovoltaic cells through combined Shannon's entropy and Data Envelopment Analysis (DEA)," Renewable Energy, Elsevier, vol. 105(C), pages 344-353.
  24. Edalati, Saeed & Ameri, Mehran & Iranmanesh, Masoud & Tarmahi, Hakimeh & Gholampour, Maysam, 2016. "Technical and economic assessments of grid-connected photovoltaic power plants: Iran case study," Energy, Elsevier, vol. 114(C), pages 923-934.
  25. M. M. Sarafraz & Mohammad Reza Safaei & Arturo S. Leon & Iskander Tlili & Tawfeeq Abdullah Alkanhal & Zhe Tian & Marjan Goodarzi & M. Arjomandi, 2019. "Experimental Investigation on Thermal Performance of a PV/T-PCM (Photovoltaic/Thermal) System Cooling with a PCM and Nanofluid," Energies, MDPI, vol. 12(13), pages 1-16, July.
  26. 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).
  27. Salameh, Tareq & Tawalbeh, Muhammad & Juaidi, Adel & Abdallah, Ramez & Hamid, Abdul-Kadir, 2021. "A novel three-dimensional numerical model for PV/T water system in hot climate region," Renewable Energy, Elsevier, vol. 164(C), pages 1320-1333.
  28. 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.
  29. 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.
  30. Wang, Zhaohua & Li, Yi & Wang, Ke & Huang, Zhimin, 2017. "Environment-adjusted operational performance evaluation of solar photovoltaic power plants: A three stage efficiency analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 1153-1162.
  31. Bukhary, Saria & Ahmad, Sajjad & Batista, Jacimaria, 2018. "Analyzing land and water requirements for solar deployment in the Southwestern United States," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 3288-3305.
  32. Ohunakin, Olayinka S. & Adaramola, Muyiwa S. & Oyewola, Olanrewaju M. & Fagbenle, Richard O., 2013. "Generation of a typical meteorological year for north–east, Nigeria," Applied Energy, Elsevier, vol. 112(C), pages 152-159.
  33. 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).
  34. Erdenedavaa, Purevdalai & Akisawa, Atsushi & Adiyabat, Amarbayar & Otgonjanchiv, Erdenesuvd, 2019. "Observation and modeling of dust deposition on glass tube of evacuated solar thermal collectors in Mongolia," Renewable Energy, Elsevier, vol. 130(C), pages 613-621.
  35. Kumar, Manish & Kumar, Arun, 2017. "Performance assessment and degradation analysis of solar photovoltaic technologies: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 78(C), pages 554-587.
  36. Ghazi, Sanaz & Ip, Kenneth, 2014. "The effect of weather conditions on the efficiency of PV panels in the southeast of UK," Renewable Energy, Elsevier, vol. 69(C), pages 50-59.
  37. Kaur, Amanpreet & Nonnenmacher, Lukas & Coimbra, Carlos F.M., 2016. "Net load forecasting for high renewable energy penetration grids," Energy, Elsevier, vol. 114(C), pages 1073-1084.
  38. Edalati, Saeed & Ameri, Mehran & Iranmanesh, Masoud, 2015. "Comparative performance investigation of mono- and poly-crystalline silicon photovoltaic modules for use in grid-connected photovoltaic systems in dry climates," Applied Energy, Elsevier, vol. 160(C), pages 255-265.
  39. Pandey, Shreemat & Singh, Vijai Shanker & Gangwar, Naresh Pal & Vijayvergia, M.M. & Prakash, Chandra & Pandey, Deep Narayan, 2012. "Determinants of success for promoting solar energy in Rajasthan, India," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(6), pages 3593-3598.
  40. 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.
  41. Ali Hasan Shah & Ahmed Hassan & Mohammad Shakeel Laghari & Abdulrahman Alraeesi, 2020. "The Influence of Cleaning Frequency of Photovoltaic Modules on Power Losses in the Desert Climate," Sustainability, MDPI, vol. 12(22), pages 1-15, November.
  42. Hamed Hanifi & Bengt Jaeckel & Matthias Pander & David Dassler & Sagarika Kumar & Jens Schneider, 2022. "Techno-Economic Assessment of Half-Cell Modules for Desert Climates: An Overview on Power, Performance, Durability and Costs," Energies, MDPI, vol. 15(9), pages 1-21, April.
  43. 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.
  44. Lu, Hao & Zhao, Wenjun, 2018. "Effects of particle sizes and tilt angles on dust deposition characteristics of a ground-mounted solar photovoltaic system," Applied Energy, Elsevier, vol. 220(C), pages 514-526.
  45. Sueyoshi, Toshiyuki & Wang, Derek, 2017. "Measuring scale efficiency and returns to scale on large commercial rooftop photovoltaic systems in California," Energy Economics, Elsevier, vol. 65(C), pages 389-398.
  46. Boeing, A. & Neda, M. & Steinberg, S. & Batista, J., 2022. "The impact of lower quality water on soiling removal from photovoltaic panels," Renewable and Sustainable Energy Reviews, Elsevier, vol. 169(C).
  47. Zeki Ahmed Darwish & Hussein A. Kazem & K. Sopian & M. A. Alghoul & Hussain Alawadhi, 2018. "Experimental investigation of dust pollutants and the impact of environmental parameters on PV performance: an experimental study," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 20(1), pages 155-174, February.
  48. Zhang, Chao & Ma, Yunfeng & Mi, Zengqiang & Yang, Fan & Zhang, Long, 2024. "A rolling-horizon cleaning recommendation system for dust removal of industrial PV panels," Applied Energy, Elsevier, vol. 353(PB).
  49. Picotti, G. & Borghesani, P. & Cholette, M.E. & Manzolini, G., 2018. "Soiling of solar collectors – Modelling approaches for airborne dust and its interactions with surfaces," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P2), pages 2343-2357.
  50. Fadye Al Fayad & Wahid Maref & Mohamed M. Awad, 2021. "Review of White Roofing Materials and Emerging Economies with Focus on Energy Performance Cost-Benefit, Maintenance, and Consumer Indifference," Sustainability, MDPI, vol. 13(17), pages 1-21, September.
  51. 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).
  52. Ravi, Sujith & Macknick, Jordan & Lobell, David & Field, Christopher & Ganesan, Karthik & Jain, Rishabh & Elchinger, Michael & Stoltenberg, Blaise, 2016. "Colocation opportunities for large solar infrastructures and agriculture in drylands," Applied Energy, Elsevier, vol. 165(C), pages 383-392.
  53. 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.
  54. Morice R. O. Odhiambo & Adnan Abbas & Xiaochan Wang & Gladys Mutinda, 2020. "Solar Energy Potential in the Yangtze River Delta Region—A GIS-Based Assessment," Energies, MDPI, vol. 14(1), pages 1-22, December.
  55. Klugmann-Radziemska, Ewa, 2015. "Degradation of electrical performance of a crystalline photovoltaic module due to dust deposition in northern Poland," Renewable Energy, Elsevier, vol. 78(C), pages 418-426.
  56. 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.
  57. Gopal, C. & Mohanraj, M. & Chandramohan, P. & Chandrasekar, P., 2013. "Renewable energy source water pumping systems—A literature review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 351-370.
  58. Belqasem Aljafari & Siva Rama Krishna Madeti & Priya Ranjan Satpathy & Sudhakar Babu Thanikanti & Bamidele Victor Ayodele, 2022. "Automatic Monitoring System for Online Module-Level Fault Detection in Grid-Tied Photovoltaic Plants," Energies, MDPI, vol. 15(20), pages 1-28, October.
  59. Bandaru, Rohinikumar & C., Muraleedharan & M.V., Pavan Kumar, 2019. "Modelling and dynamic simulation of solar-thermal energy conversion in an unconventional solar thermal water pump," Renewable Energy, Elsevier, vol. 134(C), pages 292-305.
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  61. Sun, Ke & Lu, Lin & Jiang, Yu & Wang, Yuanhao & Zhou, Kun & He, Zhu, 2018. "Integrated effects of PM2.5 deposition, module surface conditions and nanocoatings on solar PV surface glass transmittance," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 4107-4120.
  62. Charabi, Yassine & Gastli, Adel, 2013. "Integration of temperature and dust effects in siting large PV power plant in hot arid area," Renewable Energy, Elsevier, vol. 57(C), pages 635-644.
  63. Deb, Dipankar & Brahmbhatt, Nisarg L., 2018. "Review of yield increase of solar panels through soiling prevention, and a proposed water-free automated cleaning solution," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 3306-3313.
  64. Sandy Rodrigues & Fábio Faria & Ashkan Ivaki & Nuno Cafôfo & Xiaoju Chen 5 & F. Morgado-Dias, 2016. "Tesla Powerwall in the United States and Portugal–A Comparative Analysis on the Use of Storage with Small Scale Photovoltaic Systems," International Journal of Technology and Engineering Studies, PROF.IR.DR.Mohid Jailani Mohd Nor, vol. 2(1), pages 5-12.
  65. Hernandez, R.R. & Easter, S.B. & Murphy-Mariscal, M.L. & Maestre, F.T. & Tavassoli, M. & Allen, E.B. & Barrows, C.W. & Belnap, J. & Ochoa-Hueso, R. & Ravi, S. & Allen, M.F., 2014. "Environmental impacts of utility-scale solar energy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 29(C), pages 766-779.
  66. Elzbieta Rynska, 2022. "Review of PV Solar Energy Development 2011–2021 in Central European Countries," Energies, MDPI, vol. 15(21), pages 1-18, November.
  67. Pan, Anjian & Lu, Hao & Zhang, Li-Zhi, 2019. "Experimental investigation of dust deposition reduction on solar cell covering glass by different self-cleaning coatings," Energy, Elsevier, vol. 181(C), pages 645-653.
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  69. Dimitris Drikakis & Talib Dbouk, 2022. "The Role of Computational Science in Wind and Solar Energy: A Critical Review," Energies, MDPI, vol. 15(24), pages 1-20, December.
  70. Christo, Farid C., 2012. "Numerical modelling of wind and dust patterns around a full-scale paraboloidal solar dish," Renewable Energy, Elsevier, vol. 39(1), pages 356-366.
  71. Dahlioui, Dounia & El Hamdani, Fayrouz & Djdiaa, Abdelali & Martínez López, Teodoro & Bouzekri, Hicham, 2023. "Assessment of dry and wet cleaning of aluminum mirrors toward water consumption reduction," Renewable Energy, Elsevier, vol. 205(C), pages 248-255.
  72. Sánchez-Barroso, Gonzalo & González-Domínguez, Jaime & García-Sanz-Calcedo, Justo & Sanz, Joaquín García, 2021. "Markov chains estimation of the optimal periodicity for cleaning photovoltaic panels installed in the dehesa," Renewable Energy, Elsevier, vol. 179(C), pages 537-549.
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  74. Kapsalis, Vasileios & Maduta, Carmen & Skandalos, Nikolaos & Wang, Meng & Bhuvad, Sushant Suresh & D'Agostino, Delia & Ma, Tao & Raj, Uday & Parker, Danny & Peng, Jinqing & Karamanis, Dimitris, 2024. "Critical assessment of large-scale rooftop photovoltaics deployment in the global urban environment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 189(PB).
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  76. 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.
  77. Chanchangi, Yusuf N. & Ghosh, Aritra & Micheli, Leonardo & Fernández, Eduardo F. & Sundaram, Senthilarasu & Mallick, Tapas K., 2022. "Soiling mapping through optical losses for Nigeria," Renewable Energy, Elsevier, vol. 197(C), pages 995-1008.
  78. 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).
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  82. Mohammed Al-Housani & Yusuf Bicer & Muammer Koç, 2019. "Assessment of Various Dry Photovoltaic Cleaning Techniques and Frequencies on the Power Output of CdTe-Type Modules in Dusty Environments," Sustainability, MDPI, vol. 11(10), pages 1-18, May.
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  84. Santhakumari, Manju & Sagar, Netramani, 2019. "A review of the environmental factors degrading the performance of silicon wafer-based photovoltaic modules: Failure detection methods and essential mitigation techniques," Renewable and Sustainable Energy Reviews, Elsevier, vol. 110(C), pages 83-100.
  85. Thi Thu Em Vo & Seung-Mo Je & Se-Hoon Jung & Jaehyeon Choi & Jun-Ho Huh & Han-Jong Ko, 2022. "Review of Photovoltaic Power and Aquaculture in Desert," Energies, MDPI, vol. 15(9), pages 1-18, April.
  86. Aritra Ghosh, 2020. "Soiling Losses: A Barrier for India’s Energy Security Dependency from Photovoltaic Power," Challenges, MDPI, vol. 11(1), pages 1-22, May.
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  88. Long Shi & Dongyuan Wang & Kaichong Li, 2020. "Windblown sand characteristics and hazard control measures for the Lanzhou–Wulumuqi high-speed railway," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 104(1), pages 353-374, October.
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  91. Song, Zhe & Liu, Jia & Yang, Hongxing, 2021. "Air pollution and soiling implications for solar photovoltaic power generation: A comprehensive review," Applied Energy, Elsevier, vol. 298(C).
  92. Prasad, Abhnil Amtesh & Nishant, Nidhi & Kay, Merlinde, 2022. "Dust cycle and soiling issues affecting solar energy reductions in Australia using multiple datasets," Applied Energy, Elsevier, vol. 310(C).
  93. 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.
  94. Rodrigues, Sandy & Chen, Xiaoju & Morgado-Dias, F., 2017. "Economic analysis of photovoltaic systems for the residential market under China's new regulation," Energy Policy, Elsevier, vol. 101(C), pages 467-472.
  95. Fazelpour, Farivar & Vafaeipour, Majid & Rahbari, Omid & Shirmohammadi, Reza, 2013. "Considerable parameters of using PV cells for solar-powered aircrafts," Renewable and Sustainable Energy Reviews, Elsevier, vol. 22(C), pages 81-91.
  96. Ryszard Myhan & Karolina Szturo & Monika Panfil & Zbigniew Szwejkowski, 2020. "The Influence of Weather Conditions on the Optimal Setting of Photovoltaic Thermal Hybrid Solar Collectors—A Case Study," Energies, MDPI, vol. 13(18), pages 1-13, September.
  97. Ndeto, Martin Paul & Wekesa, David Wafula & Njoka, Francis & Kinyua, Robert, 2023. "Aeolian dust distribution, elemental concentration, characteristics and its effects on the conversion efficiency of crystalline silicon solar cells," Renewable Energy, Elsevier, vol. 208(C), pages 481-491.
  98. Barletta, M. & Puopolo, M. & Tagliaferri, V. & Vesco, S., 2014. "Retrofitting of solar glasses by protective anti-soiling and -graffiti coatings," Renewable Energy, Elsevier, vol. 66(C), pages 443-453.
  99. Micheli, Leonardo & Theristis, Marios & Talavera, Diego L. & Nofuentes, Gustavo & Stein, Joshua S. & Almonacid, Florencia & Fernández, Eduardo F., 2022. "The economic value of photovoltaic performance loss mitigation in electricity spot markets," Renewable Energy, Elsevier, vol. 199(C), pages 486-497.
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