Synergistic Thermal–Hydraulic optimization of serpentine Liquid-Cooled cold plates using V-shaped rib turbulators and WO3–Water nanofluids for High-Heat-Flux electronics

This study investigates advanced cooling strategies for high-density electronic systems subjected to increasing thermal loads. A multi-tier enhancement approach for liquid-cooled cold plates is proposed, combining geometry-induced turbulence and nanofluid-based thermal augmentation. Specifically, a serpentine-channel cold plate was optimized by integrating 500 µm V-shaped ribs to disrupt boundary-layer development and enhance convective heat transfer. Computational fluid dynamics simulations, validated against experimental benchmarks, demonstrated a 14–20% reduction in thermal resistance compared to traditional smooth channels. Furthermore, four water-based nanofluids with volume concentrations between 0.5% and 2.0% were analyzed at flow rates of 1.0–1.5 LPM. Adjustments to thermophysical properties—such as increased thermal conductivity (∼9.9%) and decreased specific heat (up to 12.6%)—were observed, along with moderate increases in viscosity and density. These property modifications yielded notable performance improvements, including a 6–8% rise in Nusselt number, a 7–10% decrease in thermal resistance, and an 8–15% increase in pressure drop relative to pure water. The synergistic effects of rib-induced turbulence and nanofluid conductivity enhancement offer a promising pathway for the development of next-generation cold plate designs. Optimal results were obtained at a nanoparticle concentration of 1.5%, balancing thermal performance and hydraulic considerations. This work provides a comprehensive framework for the multi-objective optimization of cold plate systems, contributing to the advancement of high-efficiency thermal management solutions in data centers, power electronics, and electric mobility applications.

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Publication Details

Journal
Thermal Science and Engineering Progress
Published
2026-09-21
DOI
https://doi.org/10.1016/j.tsep.2026.104891
Primary Topic
Nanofluid Flow and Heat Transfer
Type
article
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Synergistic Thermal–Hydraulic optimization of serpentine Liquid-Cooled cold plates using V-shaped rib turbulators and WO3–Water nanofluids for High-Heat-Flux electronics

Naimish S. Pandya, Dhruval Kumar Shah
Thermal Science and Engineering Progress
Nanofluid Flow and Heat Transfer
article

Synergistic Thermal–Hydraulic optimization of serpentine Liquid-Cooled cold plates using V-shaped rib turbulators and WO3–Water nanofluids for High-Heat-Flux electronics

Naimish S. Pandya, Dhruval Kumar Shah
article en

Abstract

This study investigates advanced cooling strategies for high-density electronic systems subjected to increasing thermal loads. A multi-tier enhancement approach for liquid-cooled cold plates is proposed, combining geometry-induced turbulence and nanofluid-based thermal augmentation. Specifically, a serpentine-channel cold plate was optimized by integrating 500 µm V-shaped ribs to disrupt boundary-layer development and enhance convective heat transfer. Computational fluid dynamics simulations, validated against experimental benchmarks, demonstrated a 14–20% reduction in thermal resistance compared to traditional smooth channels. Furthermore, four water-based nanofluids with volume concentrations between 0.5% and 2.0% were analyzed at flow rates of 1.0–1.5 LPM. Adjustments to thermophysical properties—such as increased thermal conductivity (∼9.9%) and decreased specific heat (up to 12.6%)—were observed, along with moderate increases in viscosity and density. These property modifications yielded notable performance improvements, including a 6–8% rise in Nusselt number, a 7–10% decrease in thermal resistance, and an 8–15% increase in pressure drop relative to pure water. The synergistic effects of rib-induced turbulence and nanofluid conductivity enhancement offer a promising pathway for the development of next-generation cold plate designs. Optimal results were obtained at a nanoparticle concentration of 1.5%, balancing thermal performance and hydraulic considerations. This work provides a comprehensive framework for the multi-objective optimization of cold plate systems, contributing to the advancement of high-efficiency thermal management solutions in data centers, power electronics, and electric mobility applications.

Thermal Science and Engineering ProgressVol. 79
Cisco Systems (United States) (US), North Carolina State University (US)
Affordable and clean energy
Openalex Percentile: Top 21%
Nanofluid Flow and Heat Transfer
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Synergistic Thermal–Hydraulic optimization of serpentine Liquid-Cooled cold plates using V-shaped rib turbulators and WO3–Water nanofluids for High-Heat-Flux electronics — Naimish S. Pandya, Dhruval Kumar Shah · Thermal Science and Engineering Progress (2026) | TGRS Research Map | TGRS