Rarefied Flow and Heat Transfer of Thermo-Responsive Al₂O₃/TiO₂/Ag–PNIPAm Tri-Hybrid Nanofluids in Microchannels: An MRT-LBM Study

Authors

  • Zainab Kadhim Al-Khazragie Department of Gass Processes and Petrochemicals, College of Oil and Gas, Basra University for Oil and Gas, Iraq
  • Jaafar Albadr Department of Gass Processes and Petrochemicals, College of Oil and Gas, Basra University for Oil and Gas, Iraq
  • Ali Sami Hashem Department of Gass Processes and Petrochemicals, College of Oil and Gas, Basra University for Oil and Gas, Iraq

DOI:

https://doi.org/10.5281/zenodo.22660387

Keywords:

Tri-Hybrid Nanofluid, Smart Responsive Polymer, PNIPAm, LCST, Rarefied Flow, Knudsen Number, Velocity Slip, Temperature Jump, Microchannel Heat Transfer, Lattice Boltzmann Method, FENE-P, Non-Newtonian Nanofluids, Al₂O₃/TiO₂/Ag

Abstract

The rapid miniaturization of thermal-management systems and microfluidic devices has intensified the need to understand fluid transport at scales where classical continuum assumptions break down. This paper presents the first comprehensive investigation of rarefied flow and heat transfer in microchannels laden with a novel smart thermo-responsive tri-hybrid nanofluid composed of aluminium oxide (Al₂O₃), titanium dioxide (TiO₂), and silver (Ag) nanoparticles dispersed in an aqueous poly(N-isopropylacrylamide) (PNIPAm) solution. PNIPAm undergoes a well-characterized lower critical solution temperature (LCST) transition at approximately 32°C, inducing a reversible coil-to-globule conformational change that dramatically alters the suspension viscosity and thermal conductivity in a temperature-driven, self-regulating manner. This work addresses the unexplored coupling between stimuli-responsive rheology, tri-hybrid nanoparticle synergy, and rarefaction-induced velocity slip and temperature jump at the solid–fluid interface. Knudsen-number-corrected Navier–Stokes equations, augmented with second-order Maxwell–von Smoluchowski slip/jump boundary conditions, are coupled with FENE-P viscoelastic constitutive equations that incorporate a temperature-dependent relaxation time λₚ(T) capturing the PNIPAm LCST transition. Tri-hybrid effective thermophysical properties are computed via extended Hamilton–Crosser and modified Krieger–Dougherty mixture models accounting for nanoparticle morphology, interfacial nanolayer resistance, and Brownian diffusion contributions from all three nanoparticle species. Numerical simulations are performed using a Multiple-Relaxation-Time Lattice Boltzmann Method (MRT-LBM) with polymer stress forcing and cross-validated against finite-volume CFD (ANSYS Fluent with user-defined functions). Parametric studies span Knudsen numbers Kn = 0.001–0.1 (slip-flow regime), total nanoparticle volume fractions φ = 0–6%, PNIPAm concentration cₚ = 0–2000 ppm, Reynolds numbers Re = 1–100, and wall temperatures Tᴄ = 25–45°C, which straddle the PNIPAm LCST. Results reveal a pronounced non-monotonic Nusselt number response to wall temperature: below the LCST (Tᴄ < 32°C), PNIPAm chains remain hydrophilic and extended (high viscosity, moderate thermal conductivity), while above the LCST (Tᴄ > 32°C), the collapsed globular conformation reduces viscosity and activates a self-regulating heat-transfer enhancement mechanism. The tri-hybrid combination delivers a 41.6% higher effective thermal conductivity than single-component Al₂O₃ at φ = 3%, owing to phonon-scattering complementarity between the three nanoparticle species. Net thermal performance gains of up to 47.3% relative to the pure-liquid slip-flow baseline are demonstrated at optimum conditions (Kn = 0.01, φ = 3%, cₚ = 600 ppm, Tᴄ = 36°C). These findings establish design guidelines for smart, self-regulating polymer-nanofluid-cooled MEMS, microreactors, and biomedical lab-on-chip platforms.

References

Agarwal, N., Magnea, L., Signorile-Signorile, C., & Tripathi, A. (2023). The infrared structure of perturbative gauge theories. Physics Reports, 994, 1-120. https://doi.org/10.1016/j.physrep.2022.10.001

Animasaun, I., Yook, S.-J., Muhammad, T., & Mathew, A. (2022). Dynamics of ternary-hybrid nanofluid subject to magnetic flux density and heat source or sink on a convectively heated surface. Surfaces and Interfaces, 28, 101654. https://doi.org/10.1016/j.surfin.2021.101654

Animasaun, I. L., Shah, N. A., Wakif, A., Mahanthesh, B., Sivaraj, R., & Koriko, O. K. (2022). Ratio of Momentum Diffusivity to Thermal Diffusivity: Introduction, Meta-analysis, and Scrutinization. CRC Press. https://doi.org/10.1201/9781003217374

Arkilic, E. B., Schmidt, M. A., & Breuer, K. S. (1997). Gaseous slip flow in long microchannels. Journal of Microelectromechanical systems, 6(2), 167-178. https://doi.org/10.1109/84.585795

Barron, R. F., Wang, X., Ameel, T. A., & Warrington, R. O. (1997). The Graetz problem extended to slip-flow. International Journal of Heat and Mass Transfer, 40(8), 1817-1823. https://doi.org/10.1016/S0017-9310(96)00256-6

Choi, S. U. (1995). Enhancing thermal conductivity of fluids with nanoparticles. In ASME international mechanical engineering congress and exposition (Vol. 17421, pp. 99-105). American Society of Mechanical Engineers. https://doi.org/10.1115/IMECE1995-0926

Duan, Z., & Muzychka, Y. (2010). Slip Flow in the Hydrodynamic Entrance Region of Circular and Noncircular Microchannels. Journal of Fluids Engineering, 132, 011201-011201. https://doi.org/10.1115/1.4000692

Ebrahimi, A., & Roohi, E. (2017). DSMC investigation of rarefied gas flow through diverging micro-and nanochannels. Microfluidics and Nanofluidics, 21(2), 18. https://doi.org/10.1007/s10404-017-1855-1

Ho, C.-M., & Tai, Y.-C. (1998). Micro-Electro-Mechanical-Systems (MEMS) and Fluid Flows. Annual Review of Fluid Mechanics, 30, 579-612. https://doi.org/10.1146/annurev.fluid.30.1.579

Jamshed, W., Eid, M. R., Aissa, A., Mourad, A., Nisar, K. S., Shahzad, F., Saleel, C. A., & Vijayakumar, V. (2021). Partial velocity slip effect on working magneto non-Newtonian nanofluids flow in solar collectors subject to change viscosity and thermal conductivity with temperature. PLoS One, 16(11), e0259881. https://doi.org/10.1371/journal.pone.0259881

Karniadakis, G., Beskok, A., & Aluru, N. (2005). Microflows and nanoflows: fundamentals and simulation. Springer. https://doi.org/10.1007/0-387-28676-4

Khan, R., Alameer, A., Afraz, M., Ahmad, A., Nawaz, R., & Khan, Y. (2024). Exploring the enigmatic interplay between polymers and nanoparticles in a non-Newtonian viscoelastic fluid. Chinese Journal of Chemical Engineering, 75, 161-169. https://doi.org/10.1016/j.cjche.2024.06.028

Kunze, S., Perrier, P., Groll, R., Besser, B., Varoutis, S., Lüttge, A., Graur, I., & Thöming, J. (2024). Rarefied gas flow in functionalized microchannels. Scientific reports, 14(1), 8559. https://doi.org/10.1038/s41598-024-59027-1

Lallemand, P., & Luo, L.-S. (2000). Theory of the lattice Boltzmann method: Dispersion, dissipation, isotropy, Galilean invariance, and stability. Physical Review E, 61(6), 6546-6562. https://doi.org/10.1103/PhysRevE.61.6546

Le, N. T., & Roohi, E. (2015). A new form of the second-order temperature jump boundary condition for the low-speed nanoscale and hypersonic rarefied gas flow simulations. International Journal of Thermal Sciences, 98, 51-59. https://doi.org/10.1016/j.ijthermalsci.2015.06.017

Levin, M. L. v., & Miller, M. A. f. (1981). Maxwell's “Treatise on Electricity and Magnetism”. Uspekhi Fizicheskikh Nauk, 135(3), 425-440. https://www.ufn.ru/ufn81/ufn81_11/ufn8111c.pdf

Liu, H., Bao, M., Gong, L., Zhao, D., Shen, S., & Guo, Y. (2025). Heat transfer enhancement and flow resistance reduction in microchannels with Al₂O₃–water nanofluids and hydrophobic surfaces: a two-phase lattice boltzmann study. Journal of Thermal Analysis and Calorimetry, 150(20), 16325-16340. https://doi.org/10.1007/s10973-025-14476-2

Moshfegh, A., Abouei Mehrizi, A., Javadzadegan, A., Joshaghani, M., & Ghasemi-Fare, O. (2020). Numerical investigation of various nanofluid heat transfers in microchannel under the effect of partial magnetic field: lattice Boltzmann approach: A. Moshfegh et al. Journal of Thermal Analysis and Calorimetry, 140(2), 773-787. https://doi.org/10.1007/s10973-019-08862-w

Nayak, S., & Lyon, L. A. (2005). Soft Nanotechnology with Soft Nanoparticles. Angewandte Chemie International Edition, 44(47), 7686-7708. https://doi.org/10.1002/anie.200501321

Nie, X., Doolen, G. D., & Chen, S. (2002). Lattice-Boltzmann Simulations of Fluid Flows in MEMS. Journal of Statistical Physics, 107(1-2), 279-289. https://doi.org/10.1023/A:1014523007427

Pelton, R. (2000). Temperature-sensitive aqueous microgels. Advances in Colloid and Interface Science, 85(1), 1-33. https://doi.org/10.1016/s0001-8686(99)00023-8

Sahoo, R. R., & Kumar, V. (2020). Development of a new correlation to determine the viscosity of ternary hybrid nanofluid. International Communications in Heat and Mass Transfer, 111, 104451. https://doi.org/10.1016/j.icheatmasstransfer.2019.104451

Schild, H. G. (1992). Poly (N-isopropylacrylamide): experiment, theory and application. Progress in polymer science, 17(2), 163-249. https://doi.org/10.1016/0079-6700(92)90023-R

Sharipov, F. (2011). Data on the velocity slip and temperature jump on a gas-solid interface. Journal of Physical and Chemical Reference Data, 40(2). https://doi.org/10.1063/1.3580290

Succi, S. (2002). Mesoscopic Modeling of Slip Motion at Fluid-Solid Interfaces with Heterogeneous Catalysis. Physical Review Letters, 89(6). https://doi.org/10.1103/physrevlett.89.064502

Sundar, L. S., Sharma, K. V., Singh, M. K., & Sousa, A. (2017). Hybrid nanofluids preparation, thermal properties, heat transfer and friction factor–a review. Renewable and sustainable energy reviews, 68, 185-198. https://doi.org/10.1016/j.rser.2016.09.108

Suresh, S., Venkitaraj, K., & Selvakumar, P. (2011). Synthesis, characterisation of Al2O3-Cu nano composite powder and water based nanofluids. Advanced Materials Research, 328, 1560-1567. https://doi.org/10.4028/www.scientific.net/AMR.328-330.1560

Suresh, S., Venkitaraj, K., Selvakumar, P., & Chandrasekar, M. (2011). Synthesis of Al2O3–Cu/water hybrid nanofluids using two step method and its thermo physical properties. Colloids and Surfaces A: Physicochemical and Engineering Aspects, 388(1-3), 41-48. https://doi.org/10.1016/j.colsurfa.2011.08.005

Sureshkumar, R., Beris, A. N., & Handler, R. A. (1997). Direct numerical simulation of the turbulent channel flow of a polymer solution. Physics of Fluids, 9(3), 743-755. https://doi.org/10.1063/1.869229

Tawalbeh, M., Shomope, I., & Al-Othman, A. (2024). Comprehensive review on non-Newtonian nanofluids, preparation, characterization, and applications. International Journal of Thermofluids, 22, 100705. https://doi.org/10.1016/j.ijft.2024.100705

Xuan, Y., & Yao, Z. (2005). Lattice Boltzmann model for nanofluids. Heat Mass Transfer, 41, 199-205. https://doi.org/10.1007/s00231-004-0539-z

Zarita, R., & Hachemi, M. (2019). Numerical investigation and analysis of heat transfer enhancement in a microchannel using nanofluids by the lattice Boltzmann method. Frontiers in Heat and Mass Transfer, 12. https://doi.org/10.5098/hmt.12.5

Downloads

Published

2026-09-08

How to Cite

Rarefied Flow and Heat Transfer of Thermo-Responsive Al₂O₃/TiO₂/Ag–PNIPAm Tri-Hybrid Nanofluids in Microchannels: An MRT-LBM Study. (2026). Reports in Mechanical Engineering, 7(2), 81-96. https://doi.org/10.5281/zenodo.22660387