Umudike Journal of Engineering and Technology

Michael Okpara University of Agriculture, Umudike


RESPONSE SURFACE METHODOLOGY FORMULATION OF TERNARY HYBRID NANOFLUID COMPOSITION FOR ENHANCED NATURAL CONVECTION IN HEXAGONAL CAVITIES

Olabemiwo, J. T.
Department of Mechanical Engineering, Ladoke Akintola University of Technology

Okekunle, P. O.
Department of Mechanical Engineering, Ladoke Akintola University of Technology



ABSTRACT

The advancement in research, production, and use of nanofluids presents an opportunity for improving natural convective heat transfer in cavities. This study involves the numerical investigation of the natural convection in a two-dimensional hexagonal cavity fitted with a square obstacle and filled with a ternary hybrid MgO-ZnO-SiC/ethylene glycol nanofluid under steady state conditions. The research considered the effects of Rayleigh number, inclination angle, and aspect ratio on heat transfer and fluid flow in a bid to enhance thermal efficiency in the complex geometry. The governing Navier-Stokes equations were solved using the Finite Element Method in COMSOL Multiphysics. The model was first validated against benchmark results for natural convection in a differentially heated square cavity for reliability and accuracy. Additionally, the grid independence validation agrees with results literature which is an affirmation of the correctness of the numerical model. The results showed a strong transition from conduction to convection heat transfer as the Rayleigh number increased. Higher Rayleigh numbers produced stronger buoyancy-driven circulation, thinner thermal boundary layers, and appreciably high Nusselt numbers. . The average , , , , , and  were 0.2757449 W/m·K, 2146.9702 J/kg·K, 0.0169729 Pa·s, 137.60446 kg/m³,  m²/s, and  K-1, respectively. At  and , Nu values were 4.20, 4.12, 4.15, 4.22, and 4.25, respectively. At  and , Nu values were 5.48, 5.40, 5.42, 5.50, and 5.55, respectively. For  and AR values of 0.25, 0.3, 0.35, and 0.40, Nu values were 3.50, 3.58, 3.65, and 3.75, respectively. At , and AR values of 0.25, 0.3, 0.35, and 0.40, Nu values were 3.55, 3.62, 3.70, and 3.82, respectively. At , and AR values of 0.25, 0.3, 0.35, and 0.40, Nu values were 4.05, 4.20, 4.40, and 4.65, respectively.  At , and AR values of 0.25, 0.3, 0.35, and 0.40, Nu values were 4.70, 5.10, 5.55, and 6.00, respectively. The results provide important new information for the design and optimization of passive cooling applications and natural convection-based thermal management systems using ternary hybrid nanofluids.



Keywords: Enclosure, Natural Convection, Finite Element Model, Hexagon, Heat Transfer


https://doi.org/10.33922/j.ujet_v12i1_8
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Published
Saturday, February 21, 2026

Issue
Vol. 12, No. 1, March 2026

Article Section
GENERAL


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