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Artificial Intelligence-Driven FVM-ANN Model for Entropy Analysis of MHD Natural Bioconvection in Nanofluid-Filled Porous Cavities

Research Authors
Noura Alsedais, Mohamed Ahmed Mansour, Abdelraheem Mahmoud Aly, Sara I Abdelsalam
Research Date
Research Department
Research Journal
Frontiers in Heat and Mass Transfer
Research Pages
1277-1307
Research Vol
22
Research Year
2024

MHD natural convection around “plus” shape of circular barriers under local thermal non‑equilibrium condition inside a wavy porous cavity saturated with Al2O3‑Cu/water

Research Abstract

At the current model, MHD natural convection has been numerically inspected around five circular thermal gates subjected to the non-Fourier heat flux. Streamlines experience many twists due to the addressed heat sources. In other words, streamline vortices appear as agitated groups through the cavity. When the frequency of the wavy sides increases, streamlines heaviness disperses widely, and the convection is enforced. Besides, given that there is no leading line for the force’s action, the buoyancy force style exhibits peculiar behavior. Particularly, the convection regime is greatly supported by the heat generation parameter. In addition, the hybrid nanofluid provides a good chemical inertness for the electrical and thermal conductivity as to the molecular structure of the fluid particle. On the other hand, by lowering the heat exchange rate regardless of fluid flow behavior, the local thermal non-equilibrium condition …

Research Date
Research Journal
International Journal of advanced Engineering and Applied Mathematics
Research Year
2024

Role of two isothermal cylinders towards three-dimensional flow and melting of phase-change materials

Research Abstract

Recently, investigators focused on examining the melting of phase change materials (PCM) in regular two-dimensional or three-dimensional flow domains. At the same time, this topic still needs more study to get a better understanding of it. Also, such problems should be reported using the local thermal non-equilibrium (LTNE) model because the latent heat substances and the included porous elements have different temperatures. Therefore, this study examines the three-dimensional flow and melting process of phase change materials (PCM) within cubic enclosures filled with copper foam, using a local thermal non-equilibrium model (LTNE). The system includes two isothermal cylinders with different temperature conditions, varying distances, and radii, placed within the flow domain. The enthalpy-porosity approach is applied to model the PCM behavior, while the Brinkman-extended non-Darcy model accounts for …

Research Authors
Sameh E Ahmed, Zahra S Hafed, MA Mansour, Eman F Mohamed, MAY Bakier
Research Date
Research Department
Research Journal
Case Studies inThermal Engineering
Research Pages
105364
Research Publisher
Elsevier
Research Vol
63
Research Year
2024

Hybrid Nanofluid Unsteady MHD Natural Convection in an Inclined Wavy Porous Enclosure with Radiation Effect, Partial Heater and Heat Generation/Absorption

Research Abstract

In this study, the flow and heat transfer components of convection are numerically investigated in a hybrid nanofluid-filled, porous-medium enclosure with wavy walls. The flow is considered to be buoyancy-driven under a constant inclined magnetic field and heat radiation (Rd). The cavity is partially heated from its left wall and is cooled by its wave-like right wall while the other walls are adiabatic. To express the results, streamlines, isothermal, and the Nu are used. Analysis is done to determine how heat transfer is affected by thermal radiation (Rd), the Hartmann number Ha, the inclined magnetic field, the left heater’s dimensionless location (D), the heat source’s dimensionless length (B), and the hybrid nanofluid’s volume fraction. The average Nusselt number is increased when the volume friction of hybrid nanofluids increases. Additionally, as the dimensionless heat source length B rises, the rate of heat …

Research Authors
T Armaghani, AM Rashad, Hussein Togun, MA Mansour, T Salah
Research Date
Research Department
Research Journal
Iranian Journal of Science and Technology, Transactions of Mechanical Engineering
Research Year
2024

Unsteady convective flow of micropolar nanofluids due to sharp protruding isothermal heaters within porous trapezoidal enclosures via LTNEM

Research Abstract

The current article investigates the convective transport of a micropolar nanofluid (CuO–H2O) due to a sharp protruding isothermal heater within a trapezoidal enclosure full of porous elements utilizing a local thermal non-equilibrium state (LTNEM). A low temperature condition is imposed to the titled walls of the trapezoidal while three cases of a heated mode are considered based on the perimeter of the inner triangle. With the technique of the non-orthogonal grid, the control volume method is applied to treat the governing system of equations. Simulations are performed for various ranges of the Nield number, thermal conductivity ratio, the titled angle of the side walls of the trapezoidal, the aspect ratio and the vortex viscosity parameter. The outputs revealed that when the aspect ratio is growing from 0.3 to 1, there are an enhancement in the activity of the flow by 50% is given. Also, the heat conduction mode …

Research Authors
Sameh E Ahmed, Zahra Hafed, Wael Al-Kouz, MA Mansour, AM Rashad, T Salah
Research Date
Research Department
Research Journal
Case Studies in Thermal Engineering
Research Pages
104110
Research Year
2024

Artificial neural network validation of MHD natural bioconvection in asquare enclosure : entropic analysis and optimization

Research Abstract

Thisstudynumericallyinvestigatesinclinedmagneto-hydrodynamicnaturalconvectioninaporouscavityfilledwithnanofluid containinggyrotacticmicroorganisms.Thegoverningequationsarenondimensionalizedandsolvedusingthefinitevolume method. The simulations examine the impact of keyparameters suchas heat source lengthandposition, Peclet number, porosity,andheatgeneration/absorptiononflowpatterns, temperaturedistribution,concentrationprofiles,andmicroorganism rotation.Resultsindicatethatextendingtheheatsourcelengthenhancesconvectivecurrentsandheattransferefficiency,while optimizing the heat sourceposition reduces entropygeneration.Higher Peclet numbers amplify convective currents and microorganismdistribution complexity.Variations inporosityandheat generation/absorption significantly influence flow dynamics. Additionally, the artificial neural networkmodel reliably predicts themeanNusselt andSherwood numbers ( ) Nu Sh & ,demonstratingitseffectiveness for suchanalyses.Thesimulationresults reveal that increasingtheheat source lengthsignificantlyenhancesheat transfer, asevidencedbya15%increaseinthemeanNusseltnumber.

Research Date
Research Department
Research Journal
Acta Mechanica Sinica
Research Year
2024

Analyzing geometric parameters in an inclined wavy-porous cavity filled with magnetic hybrid nanofluid containing a square solid block

Research Abstract

Heat transfer through enhanced hydromagnetic mixed convection has the potential to be of long-term benefit in high-performance thermal equipment, hybrid fuel cell technologies, cooling systems for microelectronic devices, and subterranean cable networks. The purpose of this study was to investigate the influence of an inclined magnetic field thermal radiation and a heat source/sink on the flow and temperature behavior of an Aluminium oxide-Copper/water-based nanofluid in an undulating permeable enclosure enclosing a four-sided solid-block. A f inite volume technique is used to solve the given governing equations. In order to construct a discussion based on the results, streamlines and isotherm contours are employed to characterize the flow pattern and temperature distribution, respectively. The current findings, which show good agreement with those found in the earlier literature, confirm that the recommended approach is reliable. The analysis focuses on the influence of heat generation, heat source length, thermal radiation, porous medium porosity, and the dimensionless placement of the left heater factors on flow and heat transfer characteristics. The length of the heat source (B) of the fluid flow in the cavity is observed to increase everywhere except for the square solder block and shift the top of the wavy wall. The Nu m grows when the φ raises in thermal radiation. The average Nusselt number increases with increased porosity, although the rate of increase is faster in areas with higher heat flow

Research Authors
BalaAnki Reddy P , Salah T , M.A Mansour , A.M Rashad, Nabwey HossamA ,Shaik Jakeer ,
Research Date
Research Department
Research Journal
Progress in Nuclear Energy
Research Pages
105159
Research Publisher
Pergamon
Research Vol
Volume 171
Research Website
https://scholar.google.com/scholar?oi=bibs&cluster=12067924170480726251&btnI=1&hl=en
Research Year
2024

Radiation and heat generation effect on MHDnaturalconvection in hybrid nanofluid-filled inclined wavy porous cavity incorporating a cross-shaped obstacle

Research Abstract

Thispaperaimstoexplore,through a numerical study, buoyant convective phenomena in a porous cavity containing a hybrid nanofluid, taking into account the local thermal nonequilibrium (LTNE) approach. The cavity contains a solid block in the shape of a cross (þ). It will be helpful to develop and optimize the thermal systems with intricate geometries under LTNEconditions for a variety of applications.

Research Authors
Lioua Kolsi, A.M. Rashad, A.M. Rashad, M.A. Mansour, Taha Salah, Aboulbaba Eladeb, Taher Armaghani
Research Date
Research Department
Research Journal
International Journal of Numerical Methods for Heat & Fluid Flow
Research Publisher
Emerald Publishing Limited
Research Vol
ISSN: 0961-5539
Research Website
https://www.emerald.com/insight/content/doi/10.1108/hff-07-2024-0556/full/html
Research Year
2024
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