Hybrid advances in biomimetic micro-heat sink cooling: Inspired by flow pattern around fish pectoral fins and modified graphene oxide nanofluid

Abstract : This study investigates the performance of a micro heat sink featuring a biomimetic structure (inspired by the optimized flow pattern around fish pectoral fins) utilizing an eco-friendly modified graphene oxide-based nanofluid (W-rGO/H 2 O). The geometrical model was designed using CATIA-V5 software, and a 3D-dimensional simulation was conducted via the finite volume method in ANSYS Fluent software under incompressible, viscous, and laminar flow conditions. The results indicate that in the modified design, increasing the Reynolds number from 500 to 1500 leads to a 31.8% reduction in the maximum surface temperature. Furthermore, varying the nanoparticle concentration from 1% to 3% in this geometry results in a 4.69% decrease in the central processing unit (CPU) operating temperature. An examination of the heat transfer coefficient reveals that at a Reynolds number of 1000, the biomimetic geometry provides a 10% to 17% enhancement in thermal performance compared to the baseline design. Concurrently, the temperature uniformity analysis shows a 9.61% reduction in this index for the optimized design. From a hydraulic perspective, increasing the nanoparticle concentration from 1% to 3% at a Reynolds number of 1000 causes a 32.36% increase in the pressure drop. Exergy analysis of the system demonstrated that under optimal conditions, the outlet exergy ranges from 4.40 to 10.07 watts, and the exergy loss ranges from 129.5 to 138.3 watts. The maximum second-law efficiency under these conditions was calculated to be 7.16%, indicating the system's satisfactory performance from a thermodynamic standpoint. These findings represent a significant step toward developing sustainable cooling systems for advanced electronic applications.

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Publication Details

Journal
Hybrid Advances
Published
2026-02-12
DOI
https://doi.org/10.1016/j.hybadv.2026.100622
Primary Topic
Nanofluid Flow and Heat Transfer
Type
article
Field-Weighted Citation Impact
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article

Hybrid advances in biomimetic micro-heat sink cooling: Inspired by flow pattern around fish pectoral fins and modified graphene oxide nanofluid

Mosayeb Gholinia Hassankolaei, Amir Hossein Ghobadi
Hybrid Advances
Nanofluid Flow and Heat Transfer
article

Hybrid advances in biomimetic micro-heat sink cooling: Inspired by flow pattern around fish pectoral fins and modified graphene oxide nanofluid

Mosayeb Gholinia Hassankolaei, Amir Hossein Ghobadi
article en

Abstract

Abstract : This study investigates the performance of a micro heat sink featuring a biomimetic structure (inspired by the optimized flow pattern around fish pectoral fins) utilizing an eco-friendly modified graphene oxide-based nanofluid (W-rGO/H 2 O). The geometrical model was designed using CATIA-V5 software, and a 3D-dimensional simulation was conducted via the finite volume method in ANSYS Fluent software under incompressible, viscous, and laminar flow conditions. The results indicate that in the modified design, increasing the Reynolds number from 500 to 1500 leads to a 31.8% reduction in the maximum surface temperature. Furthermore, varying the nanoparticle concentration from 1% to 3% in this geometry results in a 4.69% decrease in the central processing unit (CPU) operating temperature. An examination of the heat transfer coefficient reveals that at a Reynolds number of 1000, the biomimetic geometry provides a 10% to 17% enhancement in thermal performance compared to the baseline design. Concurrently, the temperature uniformity analysis shows a 9.61% reduction in this index for the optimized design. From a hydraulic perspective, increasing the nanoparticle concentration from 1% to 3% at a Reynolds number of 1000 causes a 32.36% increase in the pressure drop. Exergy analysis of the system demonstrated that under optimal conditions, the outlet exergy ranges from 4.40 to 10.07 watts, and the exergy loss ranges from 129.5 to 138.3 watts. The maximum second-law efficiency under these conditions was calculated to be 7.16%, indicating the system's satisfactory performance from a thermodynamic standpoint. These findings represent a significant step toward developing sustainable cooling systems for advanced electronic applications.

Hybrid AdvancesVol. 12
Brunel University of London (GB), Babol Noshirvani University of Technology (IR)
Industry, innovation and infrastructure
Openalex Percentile: Top 58%
Nanofluid Flow and Heat Transfer
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