Regression analysis of squeezing-induced hybrid nanofluid flow in Darcy-Forchheimer porous medium

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  • 1Department of Humanities and Sciences, School of Electrical Engineering andComputer Science, National University of Sciences and Technology, Islamabad 44000, Pakistan
    2Department of Mathematics, Quaid-i-Azam University, Islamabad 44000, Pakistan
† Corresponding author, E-mail: mahnoor@math.qau.edu.pk

Received date: 2024-06-23

  Revised date: 2024-10-28

  Online published: 2025-01-06

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© Shanghai University 2025

Abstract

This article presents a mathematical model addressing a scenario involving a hybrid nanofluid flow between two infinite parallel plates. One plate remains stationary, while the other moves downward at a squeezing velocity. The space between these plates contains a Darcy-Forchheimer porous medium. A mixture of water-based fluid with gold (Au) and silicon dioxide (SiO2) nanoparticles is formulated. In contrast to the conventional Fourier's heat flux equation, this study employs the Cattaneo-Christov heat flux equation. A uniform magnetic field is applied perpendicular to the flow direction, invoking magnetohydrodynamic (MHD) effects. Further, the model accounts for Joule heating, which is the heat generated when an electric current passes through the fluid. The problem is solved via NDSolve in MATHEMATICA. Numerical and statistical analyses are conducted to provide insights into the behavior of the nanomaterials between the parallel plates with respect to the flow, energy transport, and skin friction. The findings of this study have potential applications in enhancing cooling systems and optimizing thermal management strategies. It is observed that the squeezing motion generates additional pressure gradients within the fluid, which enhances the flow rate but reduces the frictional drag. Consequently, the fluid is pushed more vigorously between the plates, increasing the flow velocity. As the fluid experiences higher flow rates due to the increased squeezing effect, it spends less time in the region between the plates. The thermal relaxation, however, abruptly changes the temperature, leading to a decrease in the temperature fluctuations.

Cite this article

K. MUHAMMAD, M. SARFRAZ . Regression analysis of squeezing-induced hybrid nanofluid flow in Darcy-Forchheimer porous medium[J]. Applied Mathematics and Mechanics, 2025 , 46(1) : 193 -208 . DOI: 10.1007/s10483-025-3202-9

References

[1] JACKSON, J. D. A study of squeezing flow. Applied Scientific Research, 11, 148–152 (1963)
[2] LEIDER, P. J. and BIRD, R. B. Squeezing flow between parallel disks, I: theoretical analysis. Industrial & Engineering Chemistry Fundamentals, 13(4), 336–341 (1974)
[3] GUPTA, P. S. and GUPTA, A. S. Squeezing flow between parallel plates. Wear, 45(2), 177–185 (1977)
[4] CAMPANELLA, O. H. and PELEG, M. Squeezing flow viscometry for nonelastic semiliquid foods — theory and applications. Critical Reviews in Food Science and Nutrition, 42(3), 241–264 (2002)
[5] GHORI, Q. K., AHMED, M., and SIDDIQUI, A. M. Application of homotopy perturbation method to squeezing flow of a Newtonian fluid. International Journal of Nonlinear Sciences and Numerical Simulation, 8(2), 179–184 (2007)
[6] GORLA, R. S. R. and CHAMKHA, A. Natural convective boundary layer flow over a horizontal plate embedded in a porous medium saturated with a nanofluid. Journal of Modern Physics, 15(2), 81–94 (2011)
[7] MUNAWAR, S., MEHMOOD, A., and ALI, A. Three-dimensional squeezing flow in a rotating channel of lower stretching porous wall. Computers & Mathematics with Applications, 64(6), 1575–1586 (2012)
[8] KHAN, U., AHMED, N., and MOHYUD-DIN, S. T. Numerical investigation for three-dimensional squeezing flow of nanofluid in a rotating channel with lower stretching wall suspended by carbon nanotubes. Applied Thermal Engineering, 113, 1107–1117 (2017)
[9] KRISHNA, M. V. and CHAMKHA, A. J. Hall effects on MHD squeezing flow of a water-based nanofluid between two parallel disks. Journal of Porous Media, 22(2), 209–223 (2019)
[10] DOGONCHI, A. S., WAQAS, M., AFSHAR, S. R., SEYYEDI, S. M., HASHEMI-TILEHNOEE, M., CHAMKHA, A. J., and GANJI, D. D. Investigation of magneto-hydrodynamic fluid squeezed between two parallel disks by considering Joule heating, thermal radiation, and adding different nanoparticles. International Journal of Numerical Methods for Heat & Fluid Flow, 30(2), 659–680 (2020)
[11] MUHAMMAD, K., HAYAT, T., MOMANI, S., and ASGHAR, S. FDM analysis for squeezed flow of hybrid nanofluid in presence of Cattaneo-Christov (CC) heat flux and convective boundary condition. Alexandria Engineering Journal, 61(6), 4719–4727 (2022)
[12] MUHAMMAD, K., ALHARBI, K. A. M., FATIMA, N., and ALHOWAITY, A. Squeezed flow of MHNF (modified hybrid nanofluid) with thermal radiation and CC (Cattaneo-Christov) heat flux: a numerical study via FDM. Materials Science and Engineering: B, 289, 116268 (2023)
[13] SULTANA, N., SHAW, S., NAYAK, M. K., and MONDAL, S. Hydromagnetic slip flow and heat transfer treatment of Maxwell fluid with hybrid nanostructure: low Prandtl numbers. International Journal of Ambient Energy, 44(1), 947–957 (2023)
[14] CHOI, S. U. and EASTMAN, J. A. Enhancing thermal conductivity of fluids with nanoparticles. Developments and Applications of Non-Newtonian Flows, FED-vol. 231/MD-vol. 66, 99–105 (1995)
[15] MAXWELL, J. C. On the dynamical theory of gases. Philosophical Transactions of the Royal Society of London, 157, 49–88 (1867)
[16] BRINKMAN, H. C. The viscosity of concentrated suspensions and solutions. Journal of Chemical Physics, 20(4), 571–571 (1952)
[17] XUAN, Y. and LI, Q. Heat transfer enhancement of nanofluids. International Journal of Heat and Fluid Flow, 21(1), 58–64 (2000)
[18] CHAMKHA, A. J. Non-Darcy fully developed mixed convection in a porous medium channel with heat generation/absorption and hydromagnetic effects. Numerical Heat Transfer, Part A Applications, 32(6), 653–675 (1997)
[19] GU, S. Y., GAO, X. F., and ZHANG, Y. H. Synthesis and characterization of solvent-free ionic molybdenum disulphide (MoS2) nanofluids. Materials Chemistry and Physics, 149, 587–593 (2015)
[20] SHEIKHOLESLAMI, M. Numerical investigation of solar system equipped with innovative turbulator and hybrid nanofluid. Solar Energy Materials and Solar Cells, 243, 111786 (2022)
[21] DUBEY, V. and SHARMA, A. K. A short review on hybrid nanofluids in machining processes. Advances in Materials and Processing Technologies, 9(1), 138–151 (2023)
[22] PARVIN, S., NASRIN, R., ALIM, M. A., HOSSAIN, N. F., and CHAMKHA, A. J. Thermal conductivity variation on natural convection flow of water-alumina nanofluid in an annulus. International Journal of Heat and Mass Transfer, 55(19-20), 5268–5274 (2012)
[23] KUMBHAKAR, B., NANDI, S., and CHAMKHA, A. J. Unsteady hybrid nanofluid flow over a convectively heated cylinder with inclined magnetic field and viscous dissipation: a multiple regression analysis. Chinese Journal of Physics, 79, 38–56 (2022)
[24] JAMEI, M., KARBASI, M., MOSHARAF-DEHKORDI, M., OLUMEGBON, I. A., ABUALIGAH, L., SAID, Z., and ASADI, A. Estimating the density of hybrid nanofluids for thermal energy application: application of non-parametric and evolutionary polynomial regression data-intelligent techniques. Measurement, 189, 110524 (2022)
[25] RAJU, C. S. K., AHAMMAD, N. A., SAJJAN, K., SHAH, N. A., YOOK, S. J., and KUMAR, M. D. Nonlinear movements of axisymmetric ternary hybrid nanofluids in a thermally radiated expanding or contracting permeable Darcy walls with different shapes and densities: simple linear regression. International Communications in Heat and Mass Transfer, 135, 106110 (2022)
[26] NAYAK, M. K., MAHANTA, G., DAS, M., and SHAW, S. Entropy analysis of a 3D nonlinear radiative hybrid nanofluid flow between two parallel stretching permeable sheets with slip velocities. International Journal of Ambient Energy, 43(1), 8710–8721 (2022)
[27] SARFRAZ, M. and KHAN, M. Impact of Reynolds number in modulating wall stresses in radial stagnation-point flow. Physica Scripta, 98(8), 085245 (2023)
[28] MOHANTY, D., MAHANTA, G., SHAW, S., and SIBANDA, P. Thermal and irreversibility analysis on Cattaneo-Christov heat flux-based unsteady hybrid nanofluid flow over a spinning sphere with interfacial nanolayer mechanism. Journal of Thermal Analysis and Calorimetry, 148(21), 12269–12284 (2023)
[29] REVATHI, G., AVADAPU, S., RAJU, C. S. K., BABU, M. J., ZIDAN, A. M., ALAOUI, M. K., SHAH, N. A., and CHUNG, J. D. Dynamics of Lorentz force and cross-diffusion effects on ethylene glycol-based hybrid nanofluid flow amidst two parallel plates with variable electrical conductivity: a multiple linear regression analysis. Case Studies in Thermal Engineering, 41, 102603 (2023)
[30] SARFRAZ, M., KHAN, M., AL-ZUBAIDI, A., and SALEEM, S. Enhancing energy transport in Homann stagnation-point flow over a spiraling disk with ternary hybrid nanofluids. Case Studies in Thermal Engineering, 49, 103134 (2023)
[31] SULTANA, N., SHAW, S., MONDAL, S., NAYAK, M. K., NAZARI, S., MOULDI, A., and CHAMKHA, A. J. Hall and ion-slip current efficacy on thermal performance of magnetic power-law hybrid nanofluid using modified Fourier's law. Ain Shams Engineering Journal, 15(8), 102838 (2024)
[32] ABRISHAMI, A., BAHRAMI, A. R., NEKOOEI, S., SALJOOGHI, A. S., and MATIN, M. M. Hybridized quantum dot, silica, and gold nanoparticles for targeted chemo-radiotherapy in colorectal cancer theranostics. Communications Biology, 7(1), 393 (2024)
[33] Al-THANI, A. N., JAN, A. G., ABBAS, M., GEETHA, M., and SADASIVUNI, K. K. Nanoparticles in cancer theragnostic and drug delivery: a comprehensive review. Life Sciences, 352, 122899 (2024)
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