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Power loss due to soiling on solar panel: A review

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  1. Haidar Islam & Saad Mekhilef & Noraisyah Binti Mohamed Shah & Tey Kok Soon & Mehdi Seyedmahmousian & Ben Horan & Alex Stojcevski, 2018. "Performance Evaluation of Maximum Power Point Tracking Approaches and Photovoltaic Systems," Energies, MDPI, vol. 11(2), pages 1-24, February.
  2. 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).
  3. J. C. Teo & Rodney H. G. Tan & V. H. Mok & Vigna K. Ramachandaramurthy & ChiaKwang Tan, 2018. "Impact of Partial Shading on the P-V Characteristics and the Maximum Power of a Photovoltaic String," Energies, MDPI, vol. 11(7), pages 1-22, July.
  4. Exley, G. & Hernandez, R.R. & Page, T. & Chipps, M. & Gambro, S. & Hersey, M. & Lake, R. & Zoannou, K.-S. & Armstrong, A., 2021. "Scientific and stakeholder evidence-based assessment: Ecosystem response to floating solar photovoltaics and implications for sustainability," Renewable and Sustainable Energy Reviews, Elsevier, vol. 152(C).
  5. Abdulsalam S. Alghamdi & AbuBakr S. Bahaj & Luke S. Blunden & Yue Wu, 2019. "Dust Removal from Solar PV Modules by Automated Cleaning Systems," Energies, MDPI, vol. 12(15), pages 1-21, July.
  6. AL-Rasheedi, Majed & Gueymard, Christian A. & Al-Khayat, Mohammad & Ismail, Alaa & Lee, Jared A. & Al-Duaj, Hamad, 2020. "Performance evaluation of a utility-scale dual-technology photovoltaic power plant at the Shagaya Renewable Energy Park in Kuwait," Renewable and Sustainable Energy Reviews, Elsevier, vol. 133(C).
  7. Singh, Rashmi & Sharma, Madhu & Rawat, Rahul & Banerjee, Chandan, 2018. "An assessment of series resistance estimation techniques for different silicon based SPV modules," Renewable and Sustainable Energy Reviews, Elsevier, vol. 98(C), pages 199-216.
  8. Li, Qing & Zhang, Xinyan & Ma, Tianjiao & Jiao, Chunlei & Wang, Heng & Hu, Wei, 2021. "A multi-step ahead photovoltaic power prediction model based on similar day, enhanced colliding bodies optimization, variational mode decomposition, and deep extreme learning machine," Energy, Elsevier, vol. 224(C).
  9. Cheema, Armaghan & Shaaban, M.F. & Ismail, Mahmoud H., 2021. "A novel stochastic dynamic modeling for photovoltaic systems considering dust and cleaning," Applied Energy, Elsevier, vol. 300(C).
  10. Sameer Al-Dahidi & Osama Ayadi & Jehad Adeeb & Mohammad Alrbai & Bashar R. Qawasmeh, 2018. "Extreme Learning Machines for Solar Photovoltaic Power Predictions," Energies, MDPI, vol. 11(10), pages 1-18, October.
  11. Douglas Olivares & Pablo Ferrada & Jonathan Bijman & Sebastián Rodríguez & Mauricio Trigo-González & Aitor Marzo & Jorge Rabanal-Arabach & Joaquín Alonso-Montesinos & Francisco Javier Batlles & Edward, 2020. "Determination of the Soiling Impact on Photovoltaic Modules at the Coastal Area of the Atacama Desert," Energies, MDPI, vol. 13(15), pages 1-17, July.
  12. Huang, Wenfeng & Zhou, Kun & Sun, Ke & He, Zhu, 2019. "Effects of wind flow structure, particle flow and deposition pattern on photovoltaic energy harvest around a block," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
  13. Koami Soulemane Hayibo & Pierce Mayville & Ravneet Kaur Kailey & Joshua M. Pearce, 2020. "Water Conservation Potential of Self-Funded Foam-Based Flexible Surface-Mounted Floatovoltaics," Energies, MDPI, vol. 13(23), pages 1-24, November.
  14. 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).
  15. 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.
  16. Po-Ching Hwang, Humble & Ku, Cooper Cheng-Yuan & Chao-Yang Huang, Mason, 2023. "Intelligent cleanup scheme for soiled photovoltaic modules," Energy, Elsevier, vol. 265(C).
  17. 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.
  18. Gilletly, Samuel D. & Jackson, Nicole D. & Staid, Andrea, 2023. "Evaluating the impact of wildfire smoke on solar photovoltaic production," Applied Energy, Elsevier, vol. 348(C).
  19. Hanifi, Hamed & Pander, Matthias & Zeller, Ulli & Ilse, Klemens & Dassler, David & Mirza, Mark & Bahattab, Mohammed A. & Jaeckel, Bengt & Hagendorf, Christian & Ebert, Matthias & Gottschalg, Ralph & S, 2020. "Loss analysis and optimization of PV module components and design to achieve higher energy yield and longer service life in desert regions," Applied Energy, Elsevier, vol. 280(C).
  20. 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).
  21. Umar, Shayan & Waqas, Adeel & Tanveer, Waqas & Shahzad, Nadia & Janjua, Abdul Kashif & Dehghan, Maziar & Qureshi, Muhammad Salik & Shakir, Sehar, 2023. "A building integrated solar PV surface-cleaning setup to optimize the electricity output of PV modules in a polluted atmosphere," Renewable Energy, Elsevier, vol. 216(C).
  22. Costa, Suellen C.S. & Diniz, Antonia Sonia A.C. & Kazmerski, Lawrence L., 2018. "Solar energy dust and soiling R&D progress: Literature review update for 2016," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 2504-2536.
  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. 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.
  25. Xingcai, Li & Kun, Niu, 2018. "Effectively predict the solar radiation transmittance of dusty photovoltaic panels through Lambert-Beer law," Renewable Energy, Elsevier, vol. 123(C), pages 634-638.
  26. Sadat, Seyyed Ali & Hoex, Bram & Pearce, Joshua M., 2022. "A Review of the Effects of Haze on Solar Photovoltaic Performance," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).
  27. Kim, Ik-Pyo & Hwang, Ha Sung & Jung, Jin-Woo, 2018. "Conflict cause analysis between stakeholders in a utility-scale PV plant and its policy improvement methods in Korea," Energy Policy, Elsevier, vol. 121(C), pages 452-463.
  28. Polo, Jesús & Martín-Chivelet, Nuria & Sanz-Saiz, Carlos & Alonso-Montesinos, Joaquín & López, Gabriel & Alonso-Abella, Miguel & Battles, Francisco J. & Marzo, Aitor & Hanrieder, Natalie, 2021. "Modeling soiling losses for rooftop PV systems in suburban areas with nearby forest in Madrid," Renewable Energy, Elsevier, vol. 178(C), pages 420-428.
  29. Abubakar Mas’ud, Abdullahi & Wirba, Asan Vernyuy & Muhammad-Sukki, Firdaus & Albarracín, Ricardo & Abu-Bakar, Siti Hawa & Munir, Abu Bakar & Bani, Nurul Aini, 2016. "A review on the recent progress made on solar photovoltaic in selected countries of sub-Saharan Africa," Renewable and Sustainable Energy Reviews, Elsevier, vol. 62(C), pages 441-452.
  30. Rico Espinosa, Alejandro & Bressan, Michael & Giraldo, Luis Felipe, 2020. "Failure signature classification in solar photovoltaic plants using RGB images and convolutional neural networks," Renewable Energy, Elsevier, vol. 162(C), pages 249-256.
  31. Sonali Goel & Renu Sharma, 2021. "Analysis of measured and simulated performance of a grid-connected PV system in eastern India," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(1), pages 451-476, January.
  32. Fuster-Palop, Enrique & Prades-Gil, Carlos & Masip, X. & Viana-Fons, Joan D. & Payá, Jorge, 2021. "Innovative regression-based methodology to assess the techno-economic performance of photovoltaic installations in urban areas," Renewable and Sustainable Energy Reviews, Elsevier, vol. 149(C).
  33. Qingpeng Cao & Moses Olabhele Esangbedo & Sijun Bai & Caroline Olufunke Esangbedo, 2019. "Grey SWARA-FUCOM Weighting Method for Contractor Selection MCDM Problem: A Case Study of Floating Solar Panel Energy System Installation," Energies, MDPI, vol. 12(13), pages 1-30, June.
  34. Rahman, Md Momtazur & Khan, Imran & Alameh, Kamal, 2021. "Potential measurement techniques for photovoltaic module failure diagnosis: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 151(C).
  35. Wiesinger, F. & Sutter, F. & Fernández-García, A. & Wette, J. & Wolfertstetter, F. & Hanrieder, N. & Schmücker, Martin & Pitz-Paal, R., 2020. "Sandstorm erosion on solar reflectors: Highly realistic modeling of artificial aging tests based on advanced site assessment," Applied Energy, Elsevier, vol. 268(C).
  36. Fonseca Alves, Ricardo Henrique & Deus Júnior, Getúlio Antero de & Marra, Enes Gonçalves & Lemos, Rodrigo Pinto, 2021. "Automatic fault classification in photovoltaic modules using Convolutional Neural Networks," Renewable Energy, Elsevier, vol. 179(C), pages 502-516.
  37. Teo, J.C. & Tan, Rodney H.G. & Mok, V.H. & Ramachandaramurthy, Vigna K. & Tan, ChiaKwang, 2020. "Impact of bypass diode forward voltage on maximum power of a photovoltaic system under partial shading conditions," Energy, Elsevier, vol. 191(C).
  38. Youssef Kassem & Hüseyin Çamur & Salman Mohammed Awadh Alhuoti, 2020. "Solar Energy Technology for Northern Cyprus: Assessment, Statistical Analysis, and Feasibility Study," Energies, MDPI, vol. 13(4), pages 1-29, February.
  39. Rouani, Lahcene & Harkat, Mohamed Faouzi & Kouadri, Abdelmalek & Mekhilef, Saad, 2021. "Shading fault detection in a grid-connected PV system using vertices principal component analysis," Renewable Energy, Elsevier, vol. 164(C), pages 1527-1539.
  40. 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.
  41. Fabiana Lisco & Farwah Bukhari & Soňa Uličná & Kenan Isbilir & Kurt L. Barth & Alan Taylor & John M. Walls, 2020. "Degradation of Hydrophobic, Anti-Soiling Coatings for Solar Module Cover Glass," Energies, MDPI, vol. 13(15), pages 1-15, July.
  42. Alami Merrouni, Ahmed & Conceição, Ricardo & Mouaky, Ammar & Silva, Hugo Gonçalves & Ghennioui, Abdellatif, 2020. "CSP performance and yield analysis including soiling measurements for Morocco and Portugal," Renewable Energy, Elsevier, vol. 162(C), pages 1777-1792.
  43. 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.
  44. 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.
  45. 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).
  46. 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.
  47. Eleonora Riva Sanseverino & Maurizio Cellura & Le Quyen Luu & Maria Anna Cusenza & Ninh Nguyen Quang & Nam Hoai Nguyen, 2021. "Life-Cycle Land-Use Requirement for PV in Vietnam," Energies, MDPI, vol. 14(4), pages 1-11, February.
  48. Alami Merrouni, Ahmed & Elwali Elalaoui, Fakhreddine & Mezrhab, Ahmed & Mezrhab, Abdelhamid & Ghennioui, Abdellatif, 2018. "Large scale PV sites selection by combining GIS and Analytical Hierarchy Process. Case study: Eastern Morocco," Renewable Energy, Elsevier, vol. 119(C), pages 863-873.
  49. Yang, Ying & Campana, Pietro Elia & Yan, Jinyue, 2020. "Potential of unsubsidized distributed solar PV to replace coal-fired power plants, and profits classification in Chinese cities," Renewable and Sustainable Energy Reviews, Elsevier, vol. 131(C).
  50. Fuentes, M. & Vivar, M. & Hosein, H. & Aguilera, J. & Muñoz-Cerón, E., 2018. "Lessons learned from the field analysis of PV installations in the Saharawi refugee camps after 10 years of operation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 93(C), pages 100-109.
  51. Ballestrín, Jesús & Polo, Jesús & Martín-Chivelet, Nuria & Barbero, Javier & Carra, Elena & Alonso-Montesinos, Joaquín & Marzo, Aitor, 2022. "Soiling forecasting of solar plants: A combined heuristic approach and autoregressive model," Energy, Elsevier, vol. 239(PE).
  52. Ghaith, Ahmad F. & Epplin, Francis M. & Frazier, R. Scott, 2017. "Economics of grid-tied household solar panel systems versus grid-only electricity," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 407-424.
  53. Simone Pedrazzi & Giulio Allesina & Alberto Muscio, 2018. "Are Nano-Composite Coatings the Key for Photovoltaic Panel Self-Maintenance: An Experimental Evaluation," Energies, MDPI, vol. 11(12), pages 1-13, December.
  54. Sahouane, Nordine & Ziane, Abderrezzaq & Dabou, Rachid & Neçaibia, Ammar & Rouabhia, Abdelkrim & Lachtar, Salah & Blal, Mohammed & Slimani, Abdeldjalil & Boudjamaa, Tidjar, 2023. "Technical and economic study of the sand and dust accumulation impact on the energy performance of photovoltaic system in Algerian Sahara," Renewable Energy, Elsevier, vol. 205(C), pages 142-155.
  55. Rahman, Md Momtazur & Khan, Imran & Field, David Luke & Techato, Kuaanan & Alameh, Kamal, 2022. "Powering agriculture: Present status, future potential, and challenges of renewable energy applications," Renewable Energy, Elsevier, vol. 188(C), pages 731-749.
  56. Høiaas, Ingeborg & Grujic, Katarina & Imenes, Anne Gerd & Burud, Ingunn & Olsen, Espen & Belbachir, Nabil, 2022. "Inspection and condition monitoring of large-scale photovoltaic power plants: A review of imaging technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 161(C).
  57. Truong-Ba, Huy & Cholette, Michael E. & Picotti, Giovanni & Steinberg, Theodore A. & Manzolini, Giampaolo, 2020. "Sectorial reflectance-based cleaning policy of heliostats for Solar Tower power plants," Renewable Energy, Elsevier, vol. 166(C), pages 176-189.
  58. Conceição, Ricardo & Silva, Hugo G. & Fialho, Luis & Lopes, Francis M. & Collares-Pereira, Manuel, 2019. "PV system design with the effect of soiling on the optimum tilt angle," Renewable Energy, Elsevier, vol. 133(C), pages 787-796.
  59. 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.
  60. Leonardo Cardinale-Villalobos & Carlos Meza & Abel Méndez-Porras & Luis D. Murillo-Soto, 2022. "Quantitative Comparison of Infrared Thermography, Visual Inspection, and Electrical Analysis Techniques on Photovoltaic Modules: A Case Study," Energies, MDPI, vol. 15(5), pages 1-20, March.
  61. Hasan Masrur & Keifa Vamba Konneh & Mikaeel Ahmadi & Kaisar R. Khan & Mohammad Lutfi Othman & Tomonobu Senjyu, 2021. "Assessing the Techno-Economic Impact of Derating Factors on Optimally Tilted Grid-Tied Photovoltaic Systems," Energies, MDPI, vol. 14(4), pages 1-21, February.
  62. Moreira, Hugo Soeiro & Lucas de Souza Silva, João & Gomes dos Reis, Marcos Vinicios & de Bastos Mesquita, Daniel & Kikumoto de Paula, Bruno Henrique & Villalva, Marcelo Gradella, 2021. "Experimental comparative study of photovoltaic models for uniform and partially shading conditions," Renewable Energy, Elsevier, vol. 164(C), pages 58-73.
  63. Pía Vásquez & Ignacia Devoto & Pablo Ferrada & Abel Taquichiri & Carlos Portillo & Rodrigo Palma-Behnke, 2021. "Inspection Data Collection Tool for Field Testing of Photovoltaic Modules in the Atacama Desert," Energies, MDPI, vol. 14(9), pages 1-24, April.
  64. 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.
  65. 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.
  66. Fernández-Solas, Álvaro & Montes-Romero, Jesús & Micheli, Leonardo & Almonacid, Florencia & Fernández, Eduardo F., 2022. "Estimation of soiling losses in photovoltaic modules of different technologies through analytical methods," Energy, Elsevier, vol. 244(PB).
  67. Chiteka, Kudzanayi & Arora, Rajesh & Sridhara, S.N. & Enweremadu, C.C., 2021. "Optimizing wind barrier and photovoltaic array configuration in soiling mitigation," Renewable Energy, Elsevier, vol. 163(C), pages 225-236.
  68. 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.
  69. Livera, Andreas & Theristis, Marios & Makrides, George & Georghiou, George E., 2019. "Recent advances in failure diagnosis techniques based on performance data analysis for grid-connected photovoltaic systems," Renewable Energy, Elsevier, vol. 133(C), pages 126-143.
  70. Heinrich, Matthias & Meunier, Simon & Samé, Allou & Quéval, Loïc & Darga, Arouna & Oukhellou, Latifa & Multon, Bernard, 2020. "Detection of cleaning interventions on photovoltaic modules with machine learning," Applied Energy, Elsevier, vol. 263(C).
  71. Islam, Md. Rabiul & Sarker, Pejush Chandra & Ghosh, Subarto Kumar, 2017. "Prospect and advancement of solar irrigation in Bangladesh: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 406-422.
  72. Wassim Salameh & Jalal Faraj & Elias Harika & Rabih Murr & Mahmoud Khaled, 2021. "On the Optimization of Electrical Water Heaters: Modelling Simulations and Experimentation," Energies, MDPI, vol. 14(13), pages 1-12, June.
  73. 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.
  74. Miguel Ángel Pardo & Héctor Fernández & Antonio Jodar-Abellan, 2020. "Converting a Water Pressurized Network in a Small Town into a Solar Power Water System," Energies, MDPI, vol. 13(15), pages 1-26, August.
  75. Kumari, P. Ashwini & Geethanjali, P., 2018. "Parameter estimation for photovoltaic system under normal and partial shading conditions: A survey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 84(C), pages 1-11.
  76. Elfeky, Karem Elsayed & Wang, Qiuwang, 2023. "Techno-environ-economic assessment of photovoltaic and CSP with storage systems in China and Egypt under various climatic conditions," Renewable Energy, Elsevier, vol. 215(C).
  77. 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.
  78. 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).
  79. Del Pero, Claudio & Aste, Niccolò & Leonforte, Fabrizio, 2021. "The effect of rain on photovoltaic systems," Renewable Energy, Elsevier, vol. 179(C), pages 1803-1814.
  80. Simpson, Nicholas Philip & Rabenold, Colton James & Sowman, Merle & Shearing, Clifford D., 2021. "Adoption rationales and effects of off-grid renewable energy access for African youth: A case study from Tanzania," Renewable and Sustainable Energy Reviews, Elsevier, vol. 141(C).
  81. Wiesinger, F. & Sutter, F. & Fernández-García, A. & Wette, J. & Hanrieder, N., 2021. "Sandstorm erosion on solar reflectors: A field study on height and orientation dependence," Energy, Elsevier, vol. 217(C).
  82. Fernández-Solas, Álvaro & Micheli, Leonardo & Almonacid, Florencia & Fernández, Eduardo F., 2021. "Optical degradation impact on the spectral performance of photovoltaic technology," Renewable and Sustainable Energy Reviews, Elsevier, vol. 141(C).
  83. Jouttijärvi, Sami & Lobaccaro, Gabriele & Kamppinen, Aleksi & Miettunen, Kati, 2022. "Benefits of bifacial solar cells combined with low voltage power grids at high latitudes," Renewable and Sustainable Energy Reviews, Elsevier, vol. 161(C).
  84. Liu, Zhengguang & Guo, Zhiling & Chen, Qi & Song, Chenchen & Shang, Wenlong & Yuan, Meng & Zhang, Haoran, 2023. "A review of data-driven smart building-integrated photovoltaic systems: Challenges and objectives," Energy, Elsevier, vol. 263(PE).
  85. Dávid Matusz-Kalász & István Bodnár, 2021. "Operation Problems of Solar Panel Caused by the Surface Contamination," Energies, MDPI, vol. 14(17), pages 1-13, September.
  86. Sharmarke Hassan & Mahmoud Dhimish, 2022. "Review of Current State-of-the-Art Research on Photovoltaic Soiling, Anti-Reflective Coating, and Solar Roads Deployment Supported by a Pilot Experiment on a PV Road," Energies, MDPI, vol. 15(24), pages 1-24, December.
  87. 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.
  88. 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.
  89. Cherupurakal, Nizamudeen & Mozumder, Mohammad Sayem & Mourad, Abdel- Hamid I. & Lalwani, Shubra, 2021. "Recent advances in superhydrophobic polymers for antireflective self-cleaning solar panels," Renewable and Sustainable Energy Reviews, Elsevier, vol. 151(C).
  90. Liu, Weidong & Jiang, Xiaohua & Li, Shaoshuai & Luo, Ji & Wen, Gen, 2020. "Photovoltaic module regional clustering in mainland China and application based on factors influencing field reliability," Renewable and Sustainable Energy Reviews, Elsevier, vol. 133(C).
  91. Arias-Rosales, Andrés & LeDuc, Philip R., 2023. "Urban solar harvesting: The importance of diffuse shadows in complex environments," Renewable and Sustainable Energy Reviews, Elsevier, vol. 175(C).
  92. Mariz B. Arias & Sungwoo Bae, 2021. "Solar Photovoltaic Power Prediction Using Big Data Tools," Sustainability, MDPI, vol. 13(24), pages 1-19, December.
  93. Fouad, M.M. & Shihata, Lamia A. & Morgan, ElSayed I., 2017. "An integrated review of factors influencing the perfomance of photovoltaic panels," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 1499-1511.
  94. Drücke, Jaqueline & Borsche, Michael & James, Paul & Kaspar, Frank & Pfeifroth, Uwe & Ahrens, Bodo & Trentmann, Jörg, 2021. "Climatological analysis of solar and wind energy in Germany using the Grosswetterlagen classification," Renewable Energy, Elsevier, vol. 164(C), pages 1254-1266.
  95. Li, Peidu & Gao, Xiaoqing & Li, Zhenchao & Zhou, Xiyin, 2022. "Effect of the temperature difference between land and lake on photovoltaic power generation," Renewable Energy, Elsevier, vol. 185(C), pages 86-95.
  96. Li, Fengyun & Zheng, Haofeng & Li, Xingmei, 2022. "A novel hybrid model for multi-step ahead photovoltaic power prediction based on conditional time series generative adversarial networks," Renewable Energy, Elsevier, vol. 199(C), pages 560-586.
  97. Kim, Byungil & Kim, Changyoon, 2018. "Estimating the effect of module failures on the gross generation of a photovoltaic system using agent-based modeling," Renewable and Sustainable Energy Reviews, Elsevier, vol. 91(C), pages 1019-1024.
  98. Adak, Deepanjana & Bhattacharyya, Raghunath & Barshilia, Harish C., 2022. "A state-of-the-art review on the multifunctional self-cleaning nanostructured coatings for PV panels, CSP mirrors and related solar devices," Renewable and Sustainable Energy Reviews, Elsevier, vol. 159(C).
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