Numerical simulation reveals that higher Darcy numbers suppress heat transfer while weaker magnetic fields enhance it in Carreau hybrid nanofluids, suggesting pathways to optimize thermal cooling...
This work statistically examines the mixed convection and heat transfer properties of a Carreau hybrid nanofluid inside a square cavity comprising porous wavy square cylinders, influenced by an angled magnetic field. The shear-thinning characteristics of the Carreau hybrid nanofluid are studied under the assumptions of two-dimensional, laminar and incompressible flow. The governing equations are solved with the finite element technique (FEM) executed in COMSOL Multiphysics. A parametric study is conducted to investigate the influence of critical factors, such as the Carreau parameter (Cu), Hartmann number (Ha), Reynolds number (Re), Darcy number (Da), power-law index (n) and magnetic field inclination angle (φ), on flow structure and thermal performance. The findings demonstrate that elevating the Darcy number from 10−4 to 10−2 diminishes the average Nusselt number by around 18−25%, but a low Hartmann number improves heat transport by 8−12% owing to less magnetic damping. The research emphasises the significant influences of non-Newtonian rheology, porous media permeability and magnetic field orientation on the enhancement of convection and heat transfer, offering valuable design insights for magneto-thermal systems utilising hybrid nanofluids in fields such as aerospace, microelectronics cooling and HVAC, where corrugations additionally facilitate turbulence and heat transfer.
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Ullah et al. (2026) studied this question.
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