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Comparative analysis of soiling of CSP mirror materials in arid zones

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  • Bouaddi, S.
  • Ihlal, A.
  • Fernández-García, A.

Abstract

Considerable loss of energy in the solar fields of Concentrating Solar Power (CSP) systems is caused by accumulated dust on the surface of the solar reflectors deployed in dusty arid and semi-arid zones. The monthly dynamics of changes in reflectance of the widely used second-surface silvered mirrors and innovative candidate aluminum materials under different site conditions can be useful for finding out the soiling characteristics of these mirror materials. Knowledge of the cumulative soiling of candidate mirror materials is essential to understanding their behavior at sites where cleaning is unavailable and water is scarce.

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  • Bouaddi, S. & Ihlal, A. & Fernández-García, A., 2017. "Comparative analysis of soiling of CSP mirror materials in arid zones," Renewable Energy, Elsevier, vol. 101(C), pages 437-449.
  • Handle: RePEc:eee:renene:v:101:y:2017:i:c:p:437-449
    DOI: 10.1016/j.renene.2016.08.067
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    1. 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.
    2. Peter Molenaar, 1985. "A dynamic factor model for the analysis of multivariate time series," Psychometrika, Springer;The Psychometric Society, vol. 50(2), pages 181-202, June.
    3. Thomas J. Sargent & Christopher A. Sims, 1977. "Business cycle modeling without pretending to have too much a priori economic theory," Working Papers 55, Federal Reserve Bank of Minneapolis.
    4. Durbin, James & Koopman, Siem Jan, 2012. "Time Series Analysis by State Space Methods," OUP Catalogue, Oxford University Press, edition 2, number 9780199641178, December.
    5. 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.
    6. Boyle, L. & Flinchpaugh, H. & Hannigan, M.P., 2015. "Natural soiling of photovoltaic cover plates and the impact on transmission," Renewable Energy, Elsevier, vol. 77(C), pages 166-173.
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    1. Hachicha, Ahmed Amine & Al-Sawafta, Israa & Ben Hamadou, Dhouha, 2019. "Numerical and experimental investigations of dust effect on CSP performance under United Arab Emirates weather conditions," Renewable Energy, Elsevier, vol. 143(C), pages 263-276.
    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. Yan, Suying & Zhao, Sitong & Ma, Xiaodong & Ming, Tingzhen & Wu, Ze & Zhao, Xiaoyan & Ma, Rui, 2020. "Thermoelectric and exergy output performance of a Fresnel-based HCPV/T at different dust densities," Renewable Energy, Elsevier, vol. 159(C), pages 801-811.
    4. Aránzazu Fernández-García & Adel Juaidi & Florian Sutter & Lucía Martínez-Arcos & Francisco Manzano-Agugliaro, 2018. "Solar Reflector Materials Degradation Due to the Sand Deposited on the Backside Protective Paints," Energies, MDPI, vol. 11(4), pages 1-20, March.
    5. Sahar Bouaddi & Aránzazu Fernández-García & Chris Sansom & Jon Ander Sarasua & Fabian Wolfertstetter & Hicham Bouzekri & Florian Sutter & Itiziar Azpitarte, 2018. "A Review of Conventional and Innovative- Sustainable Methods for Cleaning Reflectors in Concentrating Solar Power Plants," Sustainability, MDPI, vol. 10(11), pages 1-25, October.
    6. Wu, Ze & Yan, Suying & Wang, Zefeng & Ming, Tingzhen & Zhao, Xiaoyan & Ma, Rui & Wu, Yuting, 2020. "The effect of dust accumulation on the cleanliness factor of a parabolic trough solar concentrator," Renewable Energy, Elsevier, vol. 152(C), pages 529-539.
    7. García-Segura, A. & Sutter, F. & Martínez-Arcos, L. & Reche-Navarro, T.J. & Wiesinger, F. & Wette, J. & Buendía-Martínez, F. & Fernández-García, A., 2021. "Degradation types of reflector materials used in concentrating solar thermal systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 143(C).
    8. Soares, João & Oliveira, Armando C. & Valenzuela, Loreto, 2021. "A dynamic model for once-through direct steam generation in linear focus solar collectors," Renewable Energy, Elsevier, vol. 163(C), pages 246-261.
    9. 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.
    10. Wang, Zhimin & Kong, Fance & Yuan, Tuo & Deng, Tianrui, 2024. "Study on the influence of dust accumulation on the optical performance of trough solar concentrator under different rainfall intensities based on alpine areas," Renewable Energy, Elsevier, vol. 222(C).
    11. Conceição, Ricardo & Lopes, Francis M. & Tavares, Ailton & Lopes, Daniel, 2020. "Soiling effect in second-surface CSP mirror and improved cleaning strategies," Renewable Energy, Elsevier, vol. 158(C), pages 103-113.
    12. 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).
    13. Kenneth Ritter & Albert McBride & Terrence Chambers, 2021. "Soiling Comparison of Mirror Film and Glass Concentrating Solar Power Reflectors in Southwest Louisiana," Sustainability, MDPI, vol. 13(10), pages 1-16, May.

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