- Abderrezek, M.; Fathi, M. Experimental study of the dust effect on photovoltaic panels’ energy yield. Sol. Energy 2017, 142, 308–320. [CrossRef]
Paper not yet in RePEc: Add citation now
- Abraim, M.; Salihi, M.; El Alani, O.; Hanrieder, N.; Ghennioui, H.; Ghennioui, A.; El Ydrissi, M.; Azouzoute, A. Techno-economic assessment of soiling losses in CSP and PV solar power plants: A case study for the semi-arid climate of Morocco. Energy Convers. Manag. 2022, 270, 116285. [CrossRef]
Paper not yet in RePEc: Add citation now
Adinoyi, M.J.; Said, S.A. Effect of dust accumulation on the power outputs of solar photovoltaic modules. Renew. Energy 2013, 60, 633–636. [CrossRef]
- Agrawal, S.; Tiwari, G.N. Overall energy, exergy and carbon credit analysis by different type of hybrid photovoltaic thermal air collectors. Energy Convers. Manag. 2013, 65, 628–636. [CrossRef]
Paper not yet in RePEc: Add citation now
- Al-Housani, M.; Bicer, Y.; Koç, M. Experimental investigations on PV cleaning of large-scale solar power plants in desert climates: Comparison of cleaning techniques for drone retrofitting. Energy Convers. Manag. 2019, 185, 800–815. [CrossRef]
Paper not yet in RePEc: Add citation now
- Al-Kouz, W.; Al-Dahidi, S.; Hammad, B.; Al-Abed, M. Modeling and analysis framework for investigating the impact of dust and temperature on PV systems’ performance and optimum cleaning frequency. Appl. Sci. 2019, 9, 1397. [CrossRef]
Paper not yet in RePEc: Add citation now
- Al-Salihi, A.M.; Kadum, M.M.; Mohammed, A.G. Estimation of global solar radiation on horizontal surface using meteorological measurement for different cities in Iraq. Asian J. Sci. Res. 2010, 3, 240–248. [CrossRef]
Paper not yet in RePEc: Add citation now
- Al-Shabaan, G.; Shehab, W.A.; Abu-Al-Aish, A.; Al-Sawalmeh, W.; Al-Shaweesh, M. Effects of dust grain size and density on the monocrystalline PV output power. Int. J. Appl. Sci. Technol. 2016, 6, 81–86.
Paper not yet in RePEc: Add citation now
- Al-Waeli, A.H.; Chaichan, M.T.; Kazem, H.A.; Sopian, K.; Ibrahim, A.; Mat, S.; Ruslan, M.H. Comparison study of indoor/outdoor experiments of a photovoltaic thermal PV/T system containing SiC nanofluid as a coolant. Energy 2018, 151, 33–44. [CrossRef]
Paper not yet in RePEc: Add citation now
- Alghamdi, A.S.; Bahaj, A.S.; Blunden, L.S.; Wu, Y. Dust removal from solar PV modules by automated cleaning systems. Energies 2019, 12, 2923. [CrossRef]
Paper not yet in RePEc: Add citation now
- Ali, W.; Farooq, H.; Rehman, A.U.; Awais, Q.; Jamil, M.; Noman, A. Design Considerations of Stand-Alone Solar Photovoltaic Systems. In Proceedings of the International Conference on Computing, Electronic and Electrical Engineering (ICE Cube), Quetta, Pakistan, 12–13 November 2018; pp. 1–6.
Paper not yet in RePEc: Add citation now
Almukhtar, H.; Lie, T.T.; Al-Shohani, W.A.; Anderson, T.; Al-Tameemi, Z. Comprehensive Review of Dust Properties and Their Influence on Photovoltaic Systems: Electrical, Optical, Thermal Models and Experimentation Techniques. Energies 2023, 16, 3401. [CrossRef]
- Alqatari, S.; Alfaris, A.; de Weck, O.L. Cost and performance comparative model of dust mitigation technologies for solar PV in Saudi Arabia. In Proceedings of the International Conference on Environment and Renewable Energy, Bangkok, Thailand, 25–26 October 2015.
Paper not yet in RePEc: Add citation now
Alquthami, T.; Menoufi, K. Soiling of photovoltaic modules: Comparing between two distinct locations within the framework of developing the photovoltaic soiling index (PVSI). Sustainability 2019, 11, 4697. [CrossRef]
- Alsharif, A.H.; Ahmed, A.A.; Nassar, Y.F.; Khaleel, M.M.; El-Khozondar, H.J.; Alhoudier, T.E.; Esmail, E.M. Mitigation of dust impact on solar photovoltaics performance considering Libyan climate zone: A review. Wadi Alshatti Univ. J. Pure Appl. Sci. 2023, 1, 22–27.
Paper not yet in RePEc: Add citation now
- Alvarez, D.L.; Al-Sumaiti, A.S.; Rivera, S.R. Estimation of an optimal PV panel cleaning strategy based on both annual radiation profile and module degradation. IEEE Access 2020, 8, 63832–63839. [CrossRef]
Paper not yet in RePEc: Add citation now
- Alwaeli, A.A.; Chaichan, K.; Kazem, H.A. Effect of dust on photovoltaic utilization in Iraq: Review Article. Renew. Sustain. Energy Rev. 2014, 37, 734–749.
Paper not yet in RePEc: Add citation now
Amer Dahham, I.; Mohd Zainuri, M.A.; Abdullah, A.A.; Fauzan, M.F. Modeling the Effect of Dust and Wind Speed on Solar Panel Performance in Iraq. Energies 2023, 16, 6397. [CrossRef]
- Amin, A.; Wang, X.; Alroichdi, A.; Ibrahim, A. Designing and Manufacturing a Robot for Dry-Cleaning PV Solar Panels. Int. J. Energy Res. 2023, 2023, 7231554. [CrossRef]
Paper not yet in RePEc: Add citation now
- Anderson, M.; Grandy, A.; Hastie, J.; Sweezey, A.; Ranky, R.; Mavroidis, C.; Markopoulos, Y.P. Robotic device for cleaning photovoltaic panel arrays. In Mobile Robotics: Solutions and Challenges; World Scientific Publishing Co Pte Ltd.: Singapore, 2010; pp. 367–377.
Paper not yet in RePEc: Add citation now
- Appels, R.; Muthirayan, B.; Beerten, A.; Paesen, R.; Driesen, J.; Poortmans, J. The effect of dust deposition on photovoltaic modules. In Proceedings of the 2012 38th IEEE Photovoltaic Specialists Conference, Austin, TX, USA, 3–8 June 2012; pp. 001886–001889.
Paper not yet in RePEc: Add citation now
- Aravind, G.; Vasan, G.; Kumar, T.G.; Balaji, R.N.; Ilango, G.S. A control strategy for an autonomous robotic vacuum cleaner for solar panels. In Proceedings of the 2014 Texas Instruments India Educators’ Conference (TIIEC), Bangalore, India, 4–5 April 2014; pp. 53–61. Energies 2023, 16, 8022 15 of 19
Paper not yet in RePEc: Add citation now
- Asl-Soleimani, E.; Farhangi, S.; Zabihi, M.S. The effect of tilt angle, air pollution on performance of photovoltaic systems in Tehran. Renew. Energy 2001, 24, 459–468. [CrossRef]
Paper not yet in RePEc: Add citation now
- Azouzoute, A.; Hajjaj, C.; Zitouni, H.; El Ydrissi, M.; Mertah, O.; Garoum, M.; Ghennioui, A. Modeling and experimental investigation of dust effect on glass cover PV module with fixed and tracking system under semi-arid climate. Sol. Energy Mater. Sol. Cells 2021, 230, 111219. [CrossRef]
Paper not yet in RePEc: Add citation now
- Beattie, N.S.; Moir, R.S.; Chacko, C.; Buffoni, G.; Roberts, S.H.; Pearsall, N.M. Understanding the effects of sand and dust accumulation on photovoltaic modules. Renew. Energy 2012, 48, 448–452. [CrossRef]
Paper not yet in RePEc: Add citation now
- Belsky, A.A.; Glukhanich, D.Y.; Carrizosa, M.J.; Starshaia, V.V. Analysis of specifications of solar photovoltaic panels. Renew. Sustain. Energy Rev. 2022, 159, 112239. [CrossRef]
Paper not yet in RePEc: Add citation now
- Bethea, R.M.; Barriger, M.T.; Williams, P.F.; Chin, S. Environmental effects on solar concentrator mirrors. Sol. Energy 1981, 27, 497–511. [CrossRef]
Paper not yet in RePEc: Add citation now
- Bi, E.G.; Monette, F.; Gasperi, J. Analysis of the influence of rainfall variables on urban effluents concentrations and fluxes in wet weather. J. Hydrol. 2015, 523, 320–332.
Paper not yet in RePEc: Add citation now
- Blum, S.; Buckland, M.; Sack, T.L.; Fivenson, D. Greening the office: Saving resources, saving money, and educating our patients. Int. J. Women’s Dermatol. 2021, 7, 112–116. [CrossRef] [PubMed]
Paper not yet in RePEc: Add citation now
- Bombach, E.; Röver, I.; Müller, A.; Schlenker, S.; Wambach, K.; Kopecek, R.; Wefringhaus, E. Technical experience during thermal and chemical recycling of a 23-year-old PV generator formerly installed on Pellworm island. In Proceedings of the 21st European Photovoltaic Solar Energy Conference, Dresden, Germany, 4–8 September 2006; pp. 4–8. Energies 2023, 16, 8022 16 of 19
Paper not yet in RePEc: Add citation now
- Boyle, L.; Flinchpaugh, H.; Hannigan, M.P. Natural soiling of photovoltaic cover plates and the impact on transmission. Renew. Energy 2015, 77, 166–173. [CrossRef]
Paper not yet in RePEc: Add citation now
- Chaichan, M.T.; Kazem, H.A. Experimental analysis of solar intensity on photovoltaic in hot and humid weather conditions. Int. J. Sci. Eng. Res. 2016, 7, 91–96.
Paper not yet in RePEc: Add citation now
- Chaichan, M.T.; Kazem, H.A.; Kazem, A.A.; Abaas, K.I.; Al-Asadi, K.A.H. The effect of environmental conditions on concentrated solar system in desertec weathers. Int. J. Sci. Eng. Res. 2015, 6, 850–856.
Paper not yet in RePEc: Add citation now
- Chaichan, M.T.; Mohammed, B.A.; Kazem, H.A. Effect of pollution and cleaning on photovoltaic performance based on experimental study. Int. J. Sci. Eng. Res. 2015, 6, 594–601.
Paper not yet in RePEc: Add citation now
- Chanchangi, Y.N.; Ghosh, A.; Sundaram, S.; Mallick, T.K. An analytical indoor experimental study on the effect of soiling on PV, focusing on dust properties and PV surface material. Sol. Energy 2020, 203, 46–68. [CrossRef]
Paper not yet in RePEc: Add citation now
- Chanchangi, Y.N.; Ghosh, A.; Sundaram, S.; Mallick, T.K. Dust and PV performance in Nigeria: A review. Renew. Sustain. Energy Rev. 2020, 121, 109704. [CrossRef]
Paper not yet in RePEc: Add citation now
- Chen, J.; Pan, G.; Ouyang, J.; Ma, J.; Fu, L.; Zhang, L. Study on impacts of dust accumulation and rainfall on PV power reduction in East China. Energy 2020, 194, 116915. [CrossRef]
Paper not yet in RePEc: Add citation now
Costa, S.C.; Diniz, A.S.; Kazmerski, L.L. Dust and soiling issues and impacts relating to solar energy systems: Literature review update for 2012–2015. Renew. Sustain. Energy Rev. 2016, 63, 33–61. [CrossRef]
- Darwish, Z.A.; Kazem, H.A.; Sopian, K.; Al-Goul, M.A.; Alawadhi, H. Effect of dust pollutant type on photovoltaic performance. Renew. Sustain. Energy Rev. 2015, 41, 735–744. [CrossRef]
Paper not yet in RePEc: Add citation now
- Darwish, Z.A.; Kazem, H.A.; Sopian, K.; Alghoul, M.A.; Chaichan, M.T. Impact of some environmental variables with dust on solar photovoltaic (PV) performance: Review and research status. Int. J. Energy Environ. 2013, 7, 152–159.
Paper not yet in RePEc: Add citation now
- De Longueville, F.; Hountondji, Y.C.; Henry, S.; Ozer, P. What do we know about effects of desert dust on air quality and human health in West Africa compared to other regions? Sci. Total Environ. 2010, 409, 1–8. [CrossRef] [PubMed]
Paper not yet in RePEc: Add citation now
- Deepak; Malvi, C.S. Experimental investigation of Different types of Dust effect on the Grid-connected Rooftop Solar Power Plant. Energy Sources Part A Recovery Util. Environ. Effects. 2023, 45, 12343–12364. [CrossRef]
Paper not yet in RePEc: Add citation now
Del Pero, C.; Aste, N.; Leonforte, F. The effect of rain on photovoltaic systems. Renew. Energy 2021, 179, 1803–1814. [CrossRef]
- Dida, M.; Boughali, S.; Bechki, D.; Bouguettaia, H. Output power loss of crystalline silicon photovoltaic modules due to dust accumulation in Saharan environment. Renew. Sustain. Energy Rev. 2020, 124, 109787. [CrossRef]
Paper not yet in RePEc: Add citation now
- Diomandé, I.; Bouich, A.; Nezamisavojbolaghi, M.; Tlemçani, M.; Soucasse, B.M.; Boko, A. Optimization of the MA/FA Ratio in the Structure of Absorber Layers Based on MA (1-x) FAxPbI3 Perovskites for Stable and Efficient Solar Cells. Adv. Energy Convers. Mater. 2023, 4, 147–163. [CrossRef]
Paper not yet in RePEc: Add citation now
- Dumrul, H.; Fatih, A.R.; Taşkesen, E. Dust Effect on PV Modules: Its Cleaning Methods. Innov. Res. Eng. 2023, 183–200. Energies 2023, 16, 8022 18 of 19
Paper not yet in RePEc: Add citation now
- Dutton, E.G.; Michalsky, J.J.; Stoffel, T.; Forgan, B.W.; Hickey, J.; Nelson, D.W.; Alberta, T.L.; Reda, I. Measurement of broadband diffuse solar irradiance using current commercial instrumentation with a correction for thermal offset errors. J. Atmos. Ocean. Technol. 2001, 18, 297–314. [CrossRef] Energies 2023, 16, 8022 14 of 19
Paper not yet in RePEc: Add citation now
- Ekinci, F.; Yavuzdeğer, A.; Nazlıgül, H.; Esenboğa, B.; Mert, B.D.; Demirdelen, T. Experimental investigation on solar PV panel dust cleaning with solution method. Sol. Energy 2022, 237, 1–10. [CrossRef] Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.
Paper not yet in RePEc: Add citation now
El-Shobokshy, M.S.; Hussein, F.M. Degradation of photovoltaic cell performance due to dust deposition on to its surface. Renew. Energy 1993, 3, 585–590. [CrossRef]
- Elminir, H.K.; Ghitas, A.E.; Hamid, R.H.; El-Hussainy, F.; Beheary, M.M.; Abdel-Moneim, K.M. Effect of dust on the transparent cover of solar collectors. Energy Convers. Manag. 2006, 47, 3192–3203. [CrossRef]
Paper not yet in RePEc: Add citation now
- Energy Informative. How Much Do Solar Panels Cost. Available online: https://energyinformative.org/solarpanelscost/ (accessed on 25 December 2019).
Paper not yet in RePEc: Add citation now
- Fan, S.; Liang, W.; Wang, G.; Zhang, Y.; Cao, S. A novel water-free cleaning robot for dust removal from distributed photovoltaic (PV) in water-scarce areas. Sol. Energy 2022, 241, 553–563. [CrossRef]
Paper not yet in RePEc: Add citation now
- Fan, S.; Wang, Y.; Cao, S.; Sun, T.; Liu, P. A novel method for analyzing the effect of dust accumulation on energy efficiency loss in photovoltaic (PV) system. Energy 2021, 234, 121112. [CrossRef]
Paper not yet in RePEc: Add citation now
- Ghosh, A. Soiling losses: A barrier for India’s energy security dependency from photovoltaic power. Challenges 2020, 11, 9. [CrossRef]
Paper not yet in RePEc: Add citation now
- Ghosh, S.; Yadav, V.K.; Mukherjee, V. Impact of environmental factors on photovoltaic performance and their mitigation strategies–A holistic review. Renew. Energy Focus 2019, 28, 153–172. [CrossRef]
Paper not yet in RePEc: Add citation now
- Goł˛ ebiowska, A.; Jakubczak, W.; Prokopowicz, D.; Jakubczak, R. The Post-Pandemic Development of the Green Circular Economy and the Declarations Made During the UN Climate Change Conference (COP26) as Security Determinants. Eur. Res. Stud. J. 2021, 24, 251–275. [CrossRef]
Paper not yet in RePEc: Add citation now
- Gomaa, M.R.; Ahmed, M.; Rezk, H. Temperature distribution modeling of PV and cooling water PV/T collectors through thin and thick cooling cross-fined channel box. Energy Rep. 2022, 8, 1144–1153. [CrossRef]
Paper not yet in RePEc: Add citation now
- Gu, Q.; Li, S.; Gong, W.; Ning, B.; Hu, C.; Liao, Z. L-SHADE with parameter decomposition for photovoltaic modules parameter identification under different temperature and irradiance. Appl. Soft Comput. 2023, 143, 110386. [CrossRef]
Paper not yet in RePEc: Add citation now
- Guan, Y.; Zhang, H.; Xiao, B.; Zhou, Z.; Yan, X. In-situ investigation of the effect of dust deposition on the performance of polycrystalline silicon photovoltaic modules. Renew. Energy 2017, 101, 1273–1284. [CrossRef]
Paper not yet in RePEc: Add citation now
- Gueymard, C.A. The sun’s total and spectral irradiance for solar energy application and solar radiation models. Sol. Energy 2004, 76, 423–453. [CrossRef]
Paper not yet in RePEc: Add citation now
- Guo, B.; Figgis, B.; Javed, W. Measurement of electrodynamic dust shield efficiency in field conditions. J. Electrost. 2019, 97, 26–30. [CrossRef]
Paper not yet in RePEc: Add citation now
- Guo, B.; Javed, W.; Figgis, B.W.; Mirza, T. Effect of dust and weather conditions on photovoltaic performance in Doha, Qatar. In Proceedings of the 2015 First Workshop on Smart Grid and Renewable Energy (SGRE), Doha, Qatar, 22–23 March 2015; pp. 1–6.
Paper not yet in RePEc: Add citation now
- Hachicha, A.A.; Al-Sawafta, I.; Said, Z. Impact of dust on the performance of solar photovoltaic (PV) systems under United Arab Emirates weather conditions. Renew. Energy 2019, 141, 287–297. [CrossRef]
Paper not yet in RePEc: Add citation now
- Haeberlin, H.; Graf, J.D. Gradual reduction of PV generator yield due to pollution. Power [W] 1998, 1200, 1400.
Paper not yet in RePEc: Add citation now
- Halbhavi, S.B.; Kulkarni, S.G.; Kulkarni, D.B. Microcontroller based automatic cleaning of solar panel. Int. J. Latest Trends Eng. Technol. 2015, 5, 99–103.
Paper not yet in RePEc: Add citation now
- Hayat, M.B.; Ali, D.; Monyake, K.C.; Alagha, L.; Ahmed, N. Solar energy—A look into power generation, challenges, and a solar-powered future. Int. J. Energy Res. 2019, 43, 1049–1067. [CrossRef]
Paper not yet in RePEc: Add citation now
- He, B.; Lu, H.; Zheng, C.; Wang, Y. Characteristics and cleaning methods of dust deposition on solar photovoltaic modules—A review. Energy 2023, 263, 126083. [CrossRef]
Paper not yet in RePEc: Add citation now
Hegazy, A.A. Effect of dust accumulation on solar transmittance through glass covers of plate-type collectors. Renew. Energy 2001, 22, 525–540. [CrossRef]
- Ilse, K.; Micheli, L.; Figgis, B.W.; Lange, K.; Daßler, D.; Hanifi, H.; Wolfertstetter, F.; Naumann, V.; Hagendorf, C.; Gottschalg, R.; et al. Techno-economic assessment of soiling losses and mitigation strategies for solar power generation. Joule 2019, 3, 2303–2321. [CrossRef]
Paper not yet in RePEc: Add citation now
Isaacs, S.; Kalashnikova, O.; Garay, M.J.; van Donkelaar, A.; Hammer, M.S.; Lee, H.; Wood, D. Dust soiling effects on decentralized solar in West Africa. Appl. Energy 2023, 340, 120993. [CrossRef]
- Jadhao, M.; Patane, P.; Nadgire, A.; Utage, A. A study on impact of various solar panel cleaning methods on its performance. In Recent Advances in Materials and Modern Manufacturing: Select Proceedings of ICAMMM 2021; Springer Nature Singapore: Singapore, 2022; pp. 839–857.
Paper not yet in RePEc: Add citation now
- Jathar, L.D.; Ganesan, S.; Awasarmol, U.; Nikam, K.; Shahapurkar, K.; Soudagar, M.E.; Fayaz, H.; El-Shafay, A.S.; Kalam, M.A.; Boudila, S.; et al. Comprehensive review of environmental factors influencing the performance of photovoltaic panels: Concern over emissions at various phases throughout the lifecycle. Environ. Pollut. 2023, 326, 121474. [CrossRef]
Paper not yet in RePEc: Add citation now
- Javed, W.; Wubulikasimu, Y.; Figgis, B.; Guo, B. Characterization of dust accumulated on photovoltaic panels in Doha, Qatar. Sol. Energy 2017, 142, 123–135. [CrossRef]
Paper not yet in RePEc: Add citation now
- Jiang, H.; Lu, L.; Sun, K. Experimental investigation of the impact of airborne dust deposition on the performance of solar photovoltaic (PV) modules. Atmos. Environ. 2011, 45, 4299–4304. [CrossRef]
Paper not yet in RePEc: Add citation now
- Ju, F.; Fu, X. Research on impact of dust on solar photovoltaic (PV) performance. In Proceedings of the 2011 International Conference on Electrical and Control Engineering, Yichang, China, 16–18 September 2011; pp. 3601–3606.
Paper not yet in RePEc: Add citation now
- Kaldellis, J.K.; Fragos, P.; Kapsali, M. Systematic experimental study of the pollution deposition impact on the energy yield of photovoltaic installations. Renew. Energy 2011, 36, 2717–2724. [CrossRef] Energies 2023, 16, 8022 17 of 19
Paper not yet in RePEc: Add citation now
- Kaldellis, J.K.; Kapsali, M.; Kavadias, K.A. Temperature and wind speed impact on the efficiency of PV installations. Experience obtained from outdoor measurements in Greece. Renew. Energy 2014, 66, 612–624. [CrossRef]
Paper not yet in RePEc: Add citation now
Kaldellis, J.K.; Kokala, A. Quantifying the decrease of the photovoltaic panels’ energy yield due to phenomena of natural air pollution disposal. Energy 2010, 35, 4862–4869. [CrossRef]
Kalogirou, S.A.; Agathokleous, R.; Panayiotou, G. On-site PV characterization and the effect of soiling on their performance. Energy 2013, 51, 439–446. [CrossRef]
- Kapsalis, V.; Maduta, C.; Skandalos, N.; Wang, M.; Bhuvad, S.S.; D’Agostino, D.; Ma, T.; Raj, U.; Parker, D.; Peng, J.; et al. Critical assessment of large-scale rooftop photovoltaics deployment in the global urban environment. Renew. Sustain. Energy Rev. 2024, 189, 114005. [CrossRef]
Paper not yet in RePEc: Add citation now
- Katkar, A.A.; Shinde, N.N.; Patil, P.S. Performance & evaluation of industrial solar cell wrt temperature and humidity. Int. J. Res. Mech. Eng. Technol. 2011, 1, 69–73.
Paper not yet in RePEc: Add citation now
- Kazem, H.A.; Chaichan, M.T. Experimental analysis of the effect of dust’s physical properties on photovoltaic modules in Northern Oman. Sol. Energy 2016, 139, 68–80. [CrossRef]
Paper not yet in RePEc: Add citation now
- Kazem, H.A.; Chaichan, M.T. The impact of using solar colored filters to cover the PV panel on its outcomes. Bull. J. 2016, 2, 464–469. [CrossRef]
Paper not yet in RePEc: Add citation now
- Kazem, H.A.; Chaichan, M.T.; Al-Waeli, A.H.; Sopian, K. A review of dust accumulation and cleaning methods for solar photovoltaic systems. J. Clean. Prod. 2020, 276, 123187. [CrossRef]
Paper not yet in RePEc: Add citation now
- Kazem, H.A.; Chaichan, M.T.; Alwaeli, A.H.; Mani, K. Effect of shadows on the performance of solar photovoltaic. In Mediterranean Green Buildings & Renewable Energy: Selected Papers from the World Renewable Energy Network0s Med Green Forum; Springer International Publishing: Cham, Switzerland, 2017; pp. 379–385.
Paper not yet in RePEc: Add citation now
- Kazem, H.A.; Chaichan, M.T.; Saif, S.A.; Dawood, A.A.; Salim, S.A.; Rashid, A.A.; Alwaeli, A.A. Experimental investigation of dust type effect on photovoltaic systems in north region, Oman. Int. J. Sci. Eng. Res. 2015, 6, 293–298.
Paper not yet in RePEc: Add citation now
- Kazem, H.A.; Khatib, T.; Sopian, K.; Elmenreich, W. Performance and feasibility assessment of a 1.4 kW roof top grid-connected photovoltaic power system under desertic weather conditions. Energy Build. 2014, 82, 123–129. [CrossRef]
Paper not yet in RePEc: Add citation now
- Khan, R.A.; Farooqui, S.A.; Khan, M.H.; Sarfraz, M.; Luqman, M.; Khan, M.F. Dust deposition on PV module and its characteristics. In The Effects of Dust and Heat on Photovoltaic Modules: Impacts and Solutions; Springer: Cham, Switzerland, 2022; pp. 59–95.
Paper not yet in RePEc: Add citation now
- Khan, S.U.; Wazeer, I.; Almutairi, Z.; Alanazi, M. Techno-economic analysis of solar photovoltaic powered electrical energy storage (EES) system. Alex. Eng. J. 2021, 61, 6739–6753. [CrossRef]
Paper not yet in RePEc: Add citation now
- Khatib, T.; Kazem, H.; Sopian, K.; Buttinger, F.; Elmenreich, W.; Albusaidi, A.S. Effect of dust deposition on the performance of multi-crystalline photovoltaic modules based on experimental measurements. Int. J. Renew. Energy Res. 2013, 3, 850–853.
Paper not yet in RePEc: Add citation now
- Kim, H.M.; Sohn, S.; Ahn, J.S. Transparent and super-hydrophobic properties of PTFE films coated on glass substrate using RF-magnetron sputtering and Cat-CVD methods. Surf. Coat. Technol. 2013, 228, S389–S392. [CrossRef]
Paper not yet in RePEc: Add citation now
Klugmann-Radziemska, E. Degradation of electrical performance of a crystalline photovoltaic module due to dust deposition in northern Poland. Renew. Energy 2015, 78, 418–426. [CrossRef]
- Kurokawa, K. Energy from the Desert: Feasibility of Very Large Scale Power Generation (VLS-PV) Systems; Taylor and Francis: Abingdon, UK, 2012.
Paper not yet in RePEc: Add citation now
Laarabi, B.; El Baqqal, Y.; Dahrouch, A.; Barhdadi, A. Deep analysis of soiling effect on glass transmittance of PV modules in seven sites in Morocco. Energy 2020, 213, 118811. [CrossRef]
Long, W.; Jiao, J.; Liang, X.; Xu, M.; Tang, M.; Cai, S. Parameters estimation of photovoltaic models using a novel hybrid seagull optimization algorithm. Energy 2022, 249, 123760. [CrossRef]
- Ma, T.; Yang, H.; Lu, L. Feasibility study of a stand-alone hybrid solar–wind–battery system for a remote island. Appl. Energy 2014, 121, 149–158. [CrossRef]
Paper not yet in RePEc: Add citation now
- Ma, X.; Hayward, C.C.; Casey, C.M.; Hopkins, P.F.; Quataert, E.; Liang, L.; Faucher-Giguère, C.A.; Feldmann, R.; Kereš, D. Dust attenuation, dust emission, and dust temperature in galaxies at z ≥ 5: A view from the FIRE-2 simulations. Mon. Not. R. Astron. Soc. 2019, 487, 1844–1864. [CrossRef]
Paper not yet in RePEc: Add citation now
- Maghami, M.R.; Hizam, H.; Gomes, C.; Radzi, M.A.; Rezadad, M.I.; Hajighorbani, S. Power loss due to soiling on solar panel: A review. Renew. Sustain. Energy Rev. 2016, 59, 1307–1316. [CrossRef]
Paper not yet in RePEc: Add citation now
Malik, A.Q.; Damit, S.J. Outdoor testing of single crystal silicon solar cells. Renew. Energy 2003, 28, 1433–1445. [CrossRef]
- Mani, M.; Pillai, R. Impact of dust on solar photovoltaic (PV) performance: Research status, challenges and recommendations. Renew. Sustain. Energy Rev. 2010, 14, 3124–3131. [CrossRef]
Paper not yet in RePEc: Add citation now
- Massi Pavan, A.; Mellit, A.; De Pieri, D. The effect of soiling on energy production for large-scale photovoltaic plants. Sol. Energy 2011, 85, 1128–1136. [CrossRef]
Paper not yet in RePEc: Add citation now
- Mekhilef, S.; Saidur, R.; Kamalisarvestani, M. Effect of dust, humidity and air velocity on efficiency of photovoltaic cells. Renew. Sustain. Energy Rev. 2012, 16, 2920–2925. [CrossRef]
Paper not yet in RePEc: Add citation now
- Middleton, N.J. Desert dust hazards: A global review. Aeolian Res. 2017, 24, 53–63. [CrossRef]
Paper not yet in RePEc: Add citation now
- Mohandes, B.M.; El-Chaar, L.; Lamont, L.A. Application study of 500 W photovoltaic (PV) system in the UAE. Appl. Sol. Energy 2009, 45, 242–247. [CrossRef]
Paper not yet in RePEc: Add citation now
- Moharram, K.A.; Abd-Elhady, M.S.; Kandil, H.A.; El-Sherif, H. Influence of cleaning using water and surfactants on the performance of photovoltaic panels. Energy Convers. Manag. 2013, 68, 266–272. [CrossRef]
Paper not yet in RePEc: Add citation now
- Mondal, A.K.; Bansal, K. Structural analysis of solar panel cleaning robotic arm. Curr. Sci. 2015, 108, 1047–1052.
Paper not yet in RePEc: Add citation now
- Mozumder, M.S.; Mourad, A.H.; Pervez, H.; Surkatti, R. Recent developments in multifunctional coatings for solar panel applications: A review. Sol. Energy Mater. Sol. Cells 2019, 189, 75–102. [CrossRef]
Paper not yet in RePEc: Add citation now
- Mustafa, R.J.; Gomaa, M.R.; Al-Dhaifallah, M.; Rezk, H. Environmental impacts on the performance of solar photovoltaic systems. Sustainability 2020, 12, 608. [CrossRef]
Paper not yet in RePEc: Add citation now
- National Renewable Energy Laboratory (NREL), Research Cell Efficiency Records. Available online: https://www.nrel.gov/pv/ assets/images/efficiency-chart.png (accessed on 19 June 2021).
Paper not yet in RePEc: Add citation now
- Ndiaye, A.; Kébé, C.M.; Ndiaye, P.A.; Charki, A.; Kobi, A.; Sambou, V. Impact of dust on the photovoltaic (PV) modules characteristics after an exposition year in Sahelian environment: The case of Senegal. Int. J. Phys. Sci. 2013, 8, 1166–1173.
Paper not yet in RePEc: Add citation now
- Nezamisavojbolaghi, M.; Davodian, E.; Bouich, A.; Tlemçani, M. Characterization and Sensitivity Analysis of a Photovoltaic Panel. Adv. Energy Convers. Mater. 2023, 4, 164–173. [CrossRef]
Paper not yet in RePEc: Add citation now
- Obaid, N.M.; Sultan, H.S.; Abed, A.M.; Jweeg, M.J.; Abdullah, O. A New Correlation for Solar Radiation Incidence Angle and Dust Accumulation of Photovoltaic PV Systems. Environ. Res. Eng. Manag. 2023, 79, 56–68. [CrossRef]
Paper not yet in RePEc: Add citation now
- Ochsner, K. Geothermal Heat Pumps: A Guide for Planning and Installing; Routledge: London, UK, 2012.
Paper not yet in RePEc: Add citation now
Pan, A.; Lu, H.; Zhang, L. Experimental investigation of dust deposition reduction on solar cell covering glass by different self-cleaning coatings. Energy 2019, 181, 645–653. [CrossRef]
- Paudyal, B.R.; Shakya, S.R. Dust accumulation effects on efficiency of solar PV modules for off grid purpose: A case study of Kathmandu. Sol. Energy 2016, 135, 103–110. [CrossRef]
Paper not yet in RePEc: Add citation now
- Picotti, G.; Borghesani, P.; Cholette, M.E.; Manzolini, G. Soiling of solar collectors C Modelling approaches for airborne dust and its interactions with surfaces. Renew. Sustain. Energy Rev. 2018, 81, 2343–2357. [CrossRef]
Paper not yet in RePEc: Add citation now
- Pierro, M.; Gentili, D.; Liolli, F.R.; Cornaro, C.; Moser, D.; Betti, A.; Moschella, M.; Collino, E.; Ronzio, D.; van Der Meer, D. Progress in regional PV power forecasting: A sensitivity analysis on the Italian case study. Renew. Energy 2022, 189, 983–996. [CrossRef]
Paper not yet in RePEc: Add citation now
- Qasem, H.; Betts, T.R.; Müllejans, H.; AlBusairi, H.; Gottschalg, R. Dust-induced shading on photovoltaic modules. Prog. Photovolt. Res. Appl. 2014, 22, 218–226. [CrossRef]
Paper not yet in RePEc: Add citation now
- Rahman, M.M.; Hasanuzzaman, M.; Rahim, N.A. Effects of various parameters on PV-module power and efficiency. Energy Convers. Manag. 2015, 103, 348–358. [CrossRef]
Paper not yet in RePEc: Add citation now
Rajput, P.; Tiwari, G.N.; Sastry, O.S. Thermal modelling with experimental validation and economic analysis of mono crystalline silicon photovoltaic module on the basis of degradation study. Energy 2017, 120, 731–739. [CrossRef]
- Rashid, M.; Yousif, M.; Rashid, Z.; Muhammad, A.; Altaf, M.; Mustafa, A. Effect of Dust Accumulation on the Performance of Photovoltaic Modules for Different Climate Regions. Heliyon 2023, 9, e23069. [CrossRef]
Paper not yet in RePEc: Add citation now
Rusănescu, C.O.; Rusănescu, M.; Istrate, I.A.; Constantin, G.A.; Begea, M. The Effect of Dust Deposition on the Performance of Photovoltaic Panels. Energies 2023, 16, 6794. [CrossRef]
Sahouane, N.; Ziane, A.; Dabou, R.; Neçaibia, A.; Rouabhia, A.; Lachtar, S.; Blal, M.; Slimani, A.; Boudjamaa, T. Technical and economic study of the sand and dust accumulation impact on the energy performance of photovoltaic system in Algerian Sahara. Renew. Energy 2023, 205, 142–155. [CrossRef]
- Said, S.A.; Walwil, H.M. Fundamental studies on dust fouling effects on PV module performance. Sol. Energy 2014, 107, 328–337. [CrossRef]
Paper not yet in RePEc: Add citation now
- Said, Z.; Hachicha, A.A.; Aberoumand, S.; Yousef, B.A.; Sayed, E.T.; Bellos, E. Recent advances on nanofluids for low to medium temperature solar collectors: Energy, exergy, economic analysis and environmental impact. Prog. Energy Combust. Sci. 2021, 84, 100898. [CrossRef]
Paper not yet in RePEc: Add citation now
- Saini, R.K.; Saini, D.K.; Gupta, R.; Verma, P.; Dwivedi, R.P.; Kumar, A.; Chauhan, D.; Kumar, S. Effects of dust on the performance of solar panels—A review update from 2015–2020. Energy Environ. 2023, 34, 2110–2162. [CrossRef]
Paper not yet in RePEc: Add citation now
- Salim, S.; Narayanan, D. The dust attenuation law in galaxies. Annu. Rev. Astron. Astrophys. 2020, 58, 529–575. [CrossRef]
Paper not yet in RePEc: Add citation now
Sarver, T.; Al-Qaraghuli, A.; Kazmerski, L.L. A comprehensive review of the impact of dust on the use of solar energy: History, investigations, results, literature, and mitigation approaches. Renew. Sustain. Energy Rev. 2013, 22, 698–733. [CrossRef]
- Sayigh, A.; Al-Jandal, S.; Ahmed, H. Dust effect on solar flat surfaces devices in Kuwait. In Proceedings of the Workshop on the Physics of Non-Conventional Energy Sources and Materials Science for Energy, Triest, Italy, 2–20 September 1985; pp. 353–367.
Paper not yet in RePEc: Add citation now
- Sayyah, A.; Horenstein, M.N.; Mazumder, M.K. Energy yield loss caused by dust deposition on photovoltaic panels. Sol. Energy 2014, 107, 576–604. [CrossRef]
Paper not yet in RePEc: Add citation now
Şevik, S.; Aktaş, A. Performance enhancing and improvement studies in a 600 kW solar photovoltaic (PV) power plant; manual and natural cleaning, rainwater harvesting and the snow load removal on the PV arrays. Renew. Energy 2022, 181, 490–503. [CrossRef]
- Shariah, A.; Al-Ibrahim, E.A. Impact of Dust and Shade on Solar Panel Efficiency and Development of a Simple Method for Measuring the Impact of Dust. J. Sustain. Dev. Energy Water Environ. Syst. 2023, 11, 1–14. [CrossRef]
Paper not yet in RePEc: Add citation now
- Shenouda, R.; Abd-Elhady, M.S.; Kandil, H.A. A review of dust accumulation on PV panels in the MENA and the Far East regions. J. Eng. Appl. Sci. 2022, 69, 1–29. [CrossRef]
Paper not yet in RePEc: Add citation now
- Siddiqui, R.; Bajpai, U. Correlation between thicknesses of dust collected on photovoltaic module and difference in efficiencies in composite climate. Int. J. Energy Environ. Eng. 2012, 3, 26. [CrossRef]
Paper not yet in RePEc: Add citation now
- Siddiqui, R.; Bajpai, U. Deviation in the performance of solar module under climatic parameter as ambient temperature and wind velocity in composite climate. Int. J. Renew. Energy Res. 2012, 2, 486–490.
Paper not yet in RePEc: Add citation now
Song, Z.; Liu, J.; Yang, H. Air pollution and soiling implications for solar photovoltaic power generation: A comprehensive review. Appl. Energy 2021, 298, 117247. [CrossRef]
- Styszko, K.; Jaszczur, M.; Teneta, J.; Hassan, Q.; Burzyńska, P.; Marcinek, E.; Łopian, N.; Samek, L. An analysis of the dust deposition on solar photovoltaic modules. Environ. Sci. Pollut. Res. 2019, 26, 8393–8401. [CrossRef]
Paper not yet in RePEc: Add citation now
Szabó, S.; Moner-Girona, M.; Kougias, I.; Bailis, R.; Bódis, K. Identification of advantageous electricity generation options in sub-Saharan Africa integrating existing resources. Nature Energy 2016, 1, 16140. [CrossRef]
- Tabet, S.; Ihaddadene, R.; Guerira, B.; Ihaddadene, N. Impact of Dust and Degradation on the Electrical Properties of PV Panels. J. Renew. Energy Environ. 2023.
Paper not yet in RePEc: Add citation now
- Tanesab, J.; Letik, M.D.; Tino, A.A.; Peli, Y.S. Experimental study of dust impact on power output degradation of various photovoltaic technologies deployed in West Timor, Indonesia. IOP Conf. Ser. Earth Environ. Sci. 2018, 188, 012038. [CrossRef]
Paper not yet in RePEc: Add citation now
- Tanesab, J.; Parlevliet, D.; Whale, J.; Urmee, T. Dust effect and its economic analysis on PV modules deployed in a temperate climate zone. Energy Procedia 2016, 100, 65–68. [CrossRef]
Paper not yet in RePEc: Add citation now
- Tanesab, J.; Parlevliet, D.; Whale, J.; Urmee, T. Energy and economic losses caused by dust on residential photovoltaic (PV) systems deployed in different climate areas. Renew. Energy 2018, 120, 401–412. [CrossRef]
Paper not yet in RePEc: Add citation now
- Tanesab, J.; Parlevliet, D.; Whale, J.; Urmee, T. Seasonal effect of dust on the degradation of PV modules performance deployed in different climate areas. Renew. Energy 2017, 111, 105–115. [CrossRef]
Paper not yet in RePEc: Add citation now
- Tanesab, J.; Parlevliet, D.; Whale, J.; Urmee, T. The effect of dust with different morphologies on the performance degradation of photovoltaic modules. Sustain. Energy Technol. Assess. 2019, 31, 347–354. [CrossRef]
Paper not yet in RePEc: Add citation now
- Tanesab, J.; Parlevliet, D.; Whale, J.; Urmee, T.; Pryor, T. The contribution of dust to performance degradation of PV modules in a temperate climate zone. Sol. Energy 2015, 120, 147–157. [CrossRef]
Paper not yet in RePEc: Add citation now
- Tawalbeh, M.; Al-Othman, A.; Kafiah, F.; Abdelsalam, E.; Almomani, F.; Alkasrawi, M. Environmental impacts of solar photovoltaic systems: A critical review of recent progress and future outlook. Sci. Total Environ. 2021, 759, 143528. [CrossRef]
Paper not yet in RePEc: Add citation now
- Tejwani, R.; Solanki, C.S. 360 sun tracking with automated cleaning system for solar PV modules. In Proceedings of the 2010 35th IEEE Photovoltaic Specialists Conference, Honolulu, HI, USA, 20–25 June 2010; pp. 002895–002898. Energies 2023, 16, 8022 19 of 19
Paper not yet in RePEc: Add citation now
- Thebault, M.; Gaillard, L. Optimization of the integration of photovoltaic systems on buildings for selfconsumption–Case study in France. City Environ. Interact. 2021, 10, 100057. [CrossRef]
Paper not yet in RePEc: Add citation now
- Thong, L.W.; Murugan, S.; Ng, P.K.; Sun, C.C. Analysis of photovoltaic panel temperature effects on its efficiency. In Proceedings of the 2nd International Conference on Electrical Engineering and Electronics Communication System, Ho Chi Minh, Vietnam, 18–19 November 2016.
Paper not yet in RePEc: Add citation now
- Thongpao, K.; Sripadungtham, P.; Raphisak, P.; Sriprapha, K.; Ekkachart, O. Solar cells based on the influence of irradiance and module temperature. In Proceedings of the Electrical Engineering/Electronics Computer Telecommunications and Information Technology (ECTI-CON), International Conference, Chiang Mai, Thailand, 19–21 May 2010; pp. 153–160.
Paper not yet in RePEc: Add citation now
- Usman, Z.; Tah, J.; Abanda, H.; Nche, C. A critical appraisal of pv-systems’ performance. Buildings 2020, 10, 192. [CrossRef]
Paper not yet in RePEc: Add citation now
- Vedulla, G.; Geetha, A. Dust accumulation on solar photovoltaic panels: An investigation study on power loss and efficiency reduction. Therm. Sci. 2023, 27, 2967–2976. [CrossRef]
Paper not yet in RePEc: Add citation now
- Vivar, M.; Herrero, R.; Antón, I.; Martínez-Moreno, F.; Moretón, R.; Sala, G.; Blakers, A.W.; Smeltink, J. Effect of soiling in CPV systems. Sol. Energy 2010, 84, 1327–1335. [CrossRef]
Paper not yet in RePEc: Add citation now
Winkelmann, U.; Kämper, C.; Höffer, R.; Forman, P.; Ahrens, M.A.; Mark, P. Wind actions on large-aperture parabolic trough solar collectors: Wind tunnel tests and structural analysis. Renew. Energy 2020, 146, 2390–2407. [CrossRef]
- Wood, G.S.; Denoon, R.O.; Kwok, K.C. Wind loads on industrial solar panel arrays and supporting roof structure. Wind Struct. 2001, 4, 481–494. [CrossRef]
Paper not yet in RePEc: Add citation now
- Yu, Y.; Wang, K.; Zhang, T.; Wang, Y.; Peng, C.; Gao, S. A population diversity-controlled differential evolution for parameter estimation of solar photovoltaic models. Sustain. Energy Technol. Assess. 2022, 51, 101938. [CrossRef]
Paper not yet in RePEc: Add citation now
- Zaihidee, F.M.; Mekhilef, S.; Seyedmahmoudian, M.; Horan, B. Dust as an unalterable deteriorative factor affecting PV panel’s efficiency: Why and how. Renew. Sustain. Energy Rev. 2016, 65, 1267–1278. [CrossRef]
Paper not yet in RePEc: Add citation now
Zarei, T.; Abdolzadeh, M. Optical and thermal modeling of a tilted photovoltaic module with sand particles settled on its front surface. Energy 2016, 95, 51–66. [CrossRef]
- Zere, T.; Ramahi, A.; Alamara, K.; Juaidi, A.; Abdallah, R.; Abdelkareem, M.A.; Amer, E.C.; Olabi, A.G. Effect of dust and methods of cleaning on the performance of solar PV module for different climate regions: Comprehensive review. Sci. Total Environ. 2022, 827, 154050.
Paper not yet in RePEc: Add citation now
- Zereg, K.; Gama, A.; Aksas, M.; Rathore, N.; Yettou, F.; Panwar, N.L. Dust impact on concentrated solar power: A review. Environ. Eng. Res. 2022, 27, 210345. [CrossRef]
Paper not yet in RePEc: Add citation now
- Zhang, C.; Zhang, Y.; Su, J.; Gu, T.; Yang, M. Modeling and prediction of PV module performance under different operating conditions based on power-law I–V model. IEEE J. Photovolt. 2020, 10, 1816–1827. [CrossRef]
Paper not yet in RePEc: Add citation now
- Zhang, M.; Feng, S.; Wang, L.; Zheng, Y. Lotus effect in wetting and self-cleaning. Biotribology 2016, 5, 31–43. [CrossRef]
Paper not yet in RePEc: Add citation now
- Zheng, J.; Chen, K.H.; Yan, X.; Chen, S.J.; Hu, G.C.; Peng, X.W.; Yuan, J.G.; Mai, B.X.; Yang, Z.Y. Heavy metals in food, house dust, and water from an e-waste recycling area in South China and the potential risk to human health. Ecotoxicol. Environ. Saf. 2013, 96, 205–212. [CrossRef]
Paper not yet in RePEc: Add citation now