Neural network algorithms of a curved riga sensor in a ternary hybrid nanofluid with chemical reaction and Arrhenius kinetics

Journal of Radiation Research and Applied Sciences, Journal Year: 2024, Volume and Issue: 17(4), P. 101078 - 101078

Published: Aug. 17, 2024

Language: Английский

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Aspects of an induced magnetic field utilization for heat and mass transfer ferromagnetic hybrid nanofluid flow driven by pollutant concentration

Case Studies in Thermal Engineering, Journal Year: 2023, Volume and Issue: 53, P. 103892 - 103892

Published: Dec. 10, 2023

In the growing need for energy and heightened environmental considerations, effective control optimization of thermal processes transferring mass are utmost importance. Engine oil water-based nanofluids have emerged as potential solutions various industrial applications, from generation to sophisticated manufacturing. Because these demands, current work aims explore significance its research field, providing insights into crucial elements heat transport properties in presence hybrid nanofluids. This investigates impact an induced magnetic including nanoparticle circulation across a stretched surface with endo/exothermic chemical reaction concentration waste discharge effects. The acquired ordinary differential equations (ODEs) were solved using Runge Kutta Fehlberg 45 technique. findings show that engine leads effectiveness transfer, while nanofluid performs better transfer. While motor works well endothermic situation, nano liquid has noticeable effect on transfer over activation component exothermic process. Further, exhibit lower pollutant levels than when exposed local external source parameter. These results provide essential guidance choosing best given engineering problem, leading greater productivity advanced cooling systems, manufacturing, pharmaceuticals, treatment, dispersion control.

Language: Английский

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Stacking regression model approach to mixed convection flow of ternary- nanofluid over slanted surface with magnetic field, waste discharge concentration, and joule heating effects

International Journal of Thermofluids, Journal Year: 2024, Volume and Issue: 23, P. 100731 - 100731

Published: June 12, 2024

The current work is carried out to investigate the mixed convection flow behavior of ternary-based nanofluid over an inclined surface in presence a magnetic field, waste discharge concentration, and joule heating effects. governing equations with proper assumptions were converted into ordinary differential (ODEs) form by implementing suitable similarity constraints solved Runge Kutta Fehlberg 4th 5th order shooting scheme. stacking regression model approach implemented along technique. obtained outcomes are presented graphs, correctness assessed using combination Gaussian Process Regression (GPR), Extra Tree (ETR), Random Forest (RF). consistency stability demonstrated closely linked testing training data. study show that rise constraint will improve velocity profile while improved values local pollutant external source variation parameters enhance concentration profile. Enhancement Eckart number solid volume fraction rate thermal distribution. Ternary shows significant improvement than nanofluid. drag force increased about 8 %-9 % assisting case %-17 for opposing different parameter, distribution from 75.54 11.55 16.87 25.70 Eckert number. study's results might contribute advancement more effective heat exchangers cooling systems electronics engines. Exploration extraction oil, as well creation efficient water purification systems.

Language: Английский

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Computational assessment of hybrid nanofluid with the rule of heat-transfer enhancement over a stretched sheet: a comparative study

Mechanics of Time-Dependent Materials, Journal Year: 2024, Volume and Issue: 28(4), P. 3183 - 3197

Published: July 2, 2024

Language: Английский

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Thermal scrutinization of a triangular porous fin induced by linear and nonlinear temperature-dependent heat generation and magnetic field effect: the case of Darcy model

The European Physical Journal Special Topics, Journal Year: 2024, Volume and Issue: 233(13-14), P. 2265 - 2279

Published: Feb. 16, 2024

Language: Английский

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Numerical study of Carreau fuzzy nanofluid across a stretching cylinder using a modified version of Buongiorno's nanofluid model

Alexandria Engineering Journal, Journal Year: 2024, Volume and Issue: 101, P. 318 - 329

Published: June 7, 2024

Language: Английский

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EMHD Flow and Heat Transport in Cross Ternary Nanofluid with Gyrotactic Microorganisms: A Case Study on Thermophoretic Particle Deposition

Case Studies in Thermal Engineering, Journal Year: 2024, Volume and Issue: unknown, P. 105531 - 105531

Published: Nov. 1, 2024

Language: Английский

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Investigation of a two-dimensional photovoltaic thermal system using hybrid nanofluids and a rotating cylinder

Nanoscale Advances, Journal Year: 2023, Volume and Issue: 5(20), P. 5529 - 5542

Published: Jan. 1, 2023

This article focuses on a numerical investigation aimed at enhancing the electrical performance of two-dimensional photovoltaic thermal system (PV/T) through application cooling using hybrid nanofluids.

Language: Английский

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Analysis of thermal diffusion and diffusion thermo effects under the condition of pollutant concentration and bio-convection: An artificial neural network approach

International Journal of Thermofluids, Journal Year: 2025, Volume and Issue: unknown, P. 101235 - 101235

Published: April 1, 2025

Language: Английский

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Advances in bioconvection of Casson nanofluids over a stretching sheet: Influence of thermal radiation and activation energy

Journal of Radiation Research and Applied Sciences, Journal Year: 2025, Volume and Issue: 18(3), P. 101598 - 101598

Published: May 15, 2025

Language: Английский

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