Application of machine learning modeling in prediction of solar still performance: A comprehensive survey

Abdullah, A. S.; Joseph, Abanob; Kandeal, A. W.; Alawee, Wissam H.; Peng, Guilong; Thakur, Amrit Kumar; Sharshir, Swellam W.

doi:10.1016/j.rineng.2024.101800

Title: Application of machine learning modeling in prediction of solar still performance: A comprehensive survey

Journal Article · 01 March 2024 · Results in Engineering

DOI: https://doi.org/10.1016/j.rineng.2024.101800 · OSTI ID:2287708

Abdullah, A. S.; Joseph, Abanob; Kandeal, A. W.; Alawee, Wissam H.; Peng, Guilong; Thakur, Amrit Kumar; Sharshir, Swellam W.

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Sponsoring Organization:: USDOE National Nuclear Security Administration (NNSA), Office of Defense Nuclear Nonproliferation

OSTI ID:: 2287708

Journal Information:: Results in Engineering, Journal Name: Results in Engineering Vol. 21 Journal Issue: C; ISSN 2590-1230

Publisher:: ElsevierCopyright Statement

Country of Publication:: United States

Language:: English

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Thermal performance and exergy analysis of solar stills – A review Sharshir, S. W.; Elsheikh, A. H.; Peng, Guilong Renewable and Sustainable Energy Reviews, Vol. 73 https://doi.org/10.1016/j.rser.2017.01.156	journal	June 2017
Augmented performance of tubular solar still integrated with cost-effective nano-based mushrooms Sharshir, Swellam W.; Hamada, Mohamed A.; Kandeal, A. W. Solar Energy, Vol. 228 https://doi.org/10.1016/j.solener.2021.09.034	journal	November 2021
Performance prediction of aluminum and polycarbonate solar stills with air cavity using an optimized neural network model by golden jackal optimizer Ghandourah, Emad; Prasanna, Y. S.; Elsheikh, Ammar H. Case Studies in Thermal Engineering, Vol. 47 https://doi.org/10.1016/j.csite.2023.103055	journal	July 2023
New hydrogel materials for improving solar water evaporation, desalination and wastewater treatment: A review Sharshir, Swellam W.; Algazzar, Almoataz M.; Elmaadawy, K. A. Desalination, Vol. 491 https://doi.org/10.1016/j.desal.2020.114564	journal	October 2020
Techno-economic estimation of a non-cover box solar still with thermoelectric and antiseptic nanofluid using machine learning models Nazari, Saeed; Najafzadeh, Mohammad; Daghigh, Roonak Applied Thermal Engineering, Vol. 212 https://doi.org/10.1016/j.applthermaleng.2022.118584	journal	July 2022
Neural-Network Application for Mechanical Variables Estimation of a Two-Mass Drive System Orlowska-Kowalska, Teresa; Szabat, Krzysztof IEEE Transactions on Industrial Electronics, Vol. 54, Issue 3 https://doi.org/10.1109/TIE.2007.892637	journal	June 2007
Is the development of desalination compatible with sustainable development of the Arabian Gulf? Le Quesne, W. J. F.; Fernand, L.; Ali, T. S. Marine Pollution Bulletin, Vol. 173 https://doi.org/10.1016/j.marpolbul.2021.112940	journal	December 2021
Enhancing tubular solar still productivity using composite aluminum/copper/sand sensible energy storage tubes Elashmawy, Mohamed; Ahmed, Mohamed M. Z. Solar Energy Materials and Solar Cells, Vol. 221 https://doi.org/10.1016/j.solmat.2020.110882	journal	March 2021
Experimental investigation and economic assessment of a solar still performance using high-frequency ultrasound waves atomizer El-Said, Emad M. S.; Abdelaziz, Gamal B. Journal of Cleaner Production, Vol. 256 https://doi.org/10.1016/j.jclepro.2020.120609	journal	May 2020
Enhancing thermal performance and modeling prediction of developed pyramid solar still utilizing a modified random vector functional link Sharshir, Swellam W.; Abd Elaziz, Mohamed; Elkadeem, M. R. Solar Energy, Vol. 198 https://doi.org/10.1016/j.solener.2020.01.061	journal	March 2020
Experimental Evaluation and Development of Artificial Neural Network Model for the Solar Stills Augmented with the Permanent Magnet and Sandbag Chauhan, Rishika; Dumka, Pankaj; Mishra, Dhananjay R. Journal of Advanced Thermal Science Research, Vol. 9 https://doi.org/10.15377/2409-5826.2022.09.2	journal	April 2022
Enhancement of the productivity for single solar still with ultrasonic humidifier combined with evacuated solar collector: An experimental study Shehata, Ali I.; Kabeel, A. E.; Khairat Dawood, Mohamed M. Energy Conversion and Management, Vol. 208 https://doi.org/10.1016/j.enconman.2020.112592	journal	March 2020

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