Optimized solar desalination: integrating nanofluids, TiO2-coated basins, and neural network prediction
  • Lisboa, Halana Santos
  • Silva Nascimento, Victor Ruan
  • Campos da Silva, Alan Rozendo
  • Ferreira de Resende, Iraí Tadeu
  • Bharagava, Ram Naresh
  • ... Saratale, Ganesh Dattatraya
  • 외 6명
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초록

With increasing global water scarcity, sustainable desalination technologies are becoming essential. This study presents an improved solar still that operates entirely without electricity, offering a low-cost and environmentally friendly solution for freshwater production in remote or off-grid areas. Performance was enhanced by incorporating Al2O3/water nanofluid, a TiO2-coated absorber reservoir, copper fins for improved heat transfer, and a passive solar preheater. These modifications led to a 58 % increase in water yield compared to a conventional solar still (SSU), with a total cost of US0.05 per liter, proving more cost-effective than traditional basin stills and reverse osmosis units. Environmental analysis showed that for every unit of emission generated, over 800 were mitigated, with total reductions of 5.96 t (CO2), 35.80 t (SO2), and 137.23 t (NO), due to the exclusive use of solar energy. A predictive artificial neural network (ANN) model was also developed using environmental inputs, achieving high accuracy (R2 = 0.9948). Variable importance was evaluated through the Garson algorithm, supporting further optimization of the system. Overall, the proposed design offers a replicable, economical, and sustainable solution for decentralized desalination, contributing to SDGs 6, 7, 12, and 13. © 2025 International Solar Energy Society

키워드

Aluminum oxide nanofluidArtificial neural network (ANN)Copper finsCost and environmental analysisGarson's algorithmSolar desalinationTiO<sub>2</sub>-coated basinPERFORMANCE ANALYSISTHERMAL PERFORMANCESTILLWATERSTABILITY
제목
Optimized solar desalination: integrating nanofluids, TiO2-coated basins, and neural network prediction
저자
Lisboa, Halana SantosSilva Nascimento, Victor RuanCampos da Silva, Alan RozendoFerreira de Resende, Iraí TadeuBharagava, Ram NareshMulla, Sikandar I.Saratale, Rijuta GaneshSaratale, Ganesh Dattatrayados Santos, IruanMiranda Gomes, Jonathas EduardoFigueiredo, Renan TavaresRomanholo Ferreira, Luiz Fernando
DOI
10.1016/j.solener.2025.113744
발행일
2025-10
유형
Article
저널명
Solar Energy
299
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