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

Results in Engineering, Год журнала: 2024, Номер 21, С. 101800 - 101800

Опубликована: Янв. 18, 2024

Being a cheap, simple, and low-energy consumer, solar stills have been introduced by water energy scientists as an alternative desalination method to fossil fuel-based ones. A wide variety of designs modifications applied enhance the stills' performance, which may be associated with experimental works that require time cost. Therefore, coupling state-of-the-art machine learning is expected overcome these disadvantages work. Artificial intelligence models try build relationships between input output data similar human brains depending on given dataset. In light these, this study carries out literature review considers applications artificial in performance prediction. The covers most repeated methods employed for prediction, focusing principles, advantages, limitations, mathematical description each besides model evaluation criteria. Then, comprehensive analysis performed classifying them according design. work compares previous studies within gives reasons authors' findings, highlighting variation models' prediction findings. Accordingly, root mean square errors close zero are highlighted throughout review.

Язык: Английский

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Assessment of thermoeconomic and thermoenvironmental impacts of a novel solar desalination system using a heat pump, evacuated tubes, cover cooling, and ultrasonic mist

Applied Thermal Engineering, Год журнала: 2024, Номер 254, С. 123869 - 123869

Опубликована: Июль 4, 2024

Язык: Английский

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Hybrid thermal desalination systems for sustainable development – A critical review

Solar Energy, Год журнала: 2024, Номер 270, С. 112364 - 112364

Опубликована: Фев. 6, 2024

Язык: Английский

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Performance enhancement of hemispherical distillers using copper chips and paraffin wax as energy storage integrated with an external condenser

Journal of Energy Storage, Год журнала: 2024, Номер 80, С. 110411 - 110411

Опубликована: Янв. 9, 2024

Язык: Английский

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Thermoenviroeconomic assessment of upgraded solar desalination with heat pump, various active and passive modifications

Process Safety and Environmental Protection, Год журнала: 2024, Номер 184, С. 411 - 427

Опубликована: Фев. 9, 2024

Язык: Английский

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Experimental comparison investigation on the performance analysis of desert crystal sand roses and sand grain as natural effective heat storage materials in conical solar distillers: 4E and sustainability analyses

Journal of Energy Storage, Год журнала: 2024, Номер 100, С. 113707 - 113707

Опубликована: Сен. 13, 2024

Язык: Английский

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Experimentation and thermo-enviro-economic analysis of solar still coupled with large-capacity heating and cooling units

Process Safety and Environmental Protection, Год журнала: 2024, Номер 188, С. 929 - 941

Опубликована: Июнь 5, 2024

Язык: Английский

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Solar membrane distillation: An emerging technology for reverse osmosis concentrated brine treatment

Desalination, Год журнала: 2024, Номер unknown, С. 118124 - 118124

Опубликована: Сен. 1, 2024

Язык: Английский

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Stepped solar Stills: A comprehensive review of Design, Performance, and optimization strategies for sustainable water desalination

Solar Energy, Год журнала: 2024, Номер 284, С. 113077 - 113077

Опубликована: Ноя. 9, 2024

Язык: Английский

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Ligand extension of aluminum fumarate metal-organic framework in transferring higher water for adsorption desalination

Desalination, Год журнала: 2024, Номер unknown, С. 118135 - 118135

Опубликована: Сен. 1, 2024

Язык: Английский

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