Gyroid TPMS heat sink for SSD cooling: Thermal performance and hydraulic analysis

This study numerically investigates Gyroid triply periodic minimal surface (TPMS) heat sinks for localized cooling of an M.2 2280 solid-state drive (SSD). The main motivation is the increasing thermal load of compact storage devices, where controller hot spots may trigger thermal throttling and reduce reliability. Unlike idealized TPMS studies with uniform wall temperatures or uniformly distributed heat fluxes, the present model accounts for SSD-specific heat localization: 70% of the total 5 W heat generation is assigned to the controller and 30% to the NAND chips, with a thermal interface material layer included between the chips and the aluminum heat sink. Two Gyroid configurations, G20 and G10, with identical nominal porosity of approximately 0.8 are compared with a conventional fin heat sink and a flat plate at inlet air velocities of 0.5–3.0 m/s. The results show that the G10 Gyroid provides the strongest hot-spot suppression, reducing the maximum controller temperature by up to 28% compared with the fin heat sink at low flow rates. However, this benefit is accompanied by a substantial hydraulic penalty, with pressure drops more than 25 times higher than those of the finned design at the highest flow rate. The study therefore identifies Gyroid TPMS heat sinks as promising candidates for space-constrained thermal management when maximum chip temperature is prioritized over pumping-power efficiency.

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Publication Details

Journal
International Communications in Heat and Mass Transfer
Published
2026-09-17
DOI
https://doi.org/10.1016/j.icheatmasstransfer.2026.112624
Primary Topic
Heat Transfer and Optimization
Type
article
Field-Weighted Citation Impact
0.00

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article

Gyroid TPMS heat sink for SSD cooling: Thermal performance and hydraulic analysis

Dmitry Mikhailovich Bragin, А. В. Еремин, A. I. Popov
International Communications in Heat and Mass Transfer
Heat Transfer and Optimization
article

Gyroid TPMS heat sink for SSD cooling: Thermal performance and hydraulic analysis

Dmitry Mikhailovich Bragin, А. В. Еремин, A. I. Popov
article en

Abstract

This study numerically investigates Gyroid triply periodic minimal surface (TPMS) heat sinks for localized cooling of an M.2 2280 solid-state drive (SSD). The main motivation is the increasing thermal load of compact storage devices, where controller hot spots may trigger thermal throttling and reduce reliability. Unlike idealized TPMS studies with uniform wall temperatures or uniformly distributed heat fluxes, the present model accounts for SSD-specific heat localization: 70% of the total 5 W heat generation is assigned to the controller and 30% to the NAND chips, with a thermal interface material layer included between the chips and the aluminum heat sink. Two Gyroid configurations, G20 and G10, with identical nominal porosity of approximately 0.8 are compared with a conventional fin heat sink and a flat plate at inlet air velocities of 0.5–3.0 m/s. The results show that the G10 Gyroid provides the strongest hot-spot suppression, reducing the maximum controller temperature by up to 28% compared with the fin heat sink at low flow rates. However, this benefit is accompanied by a substantial hydraulic penalty, with pressure drops more than 25 times higher than those of the finned design at the highest flow rate. The study therefore identifies Gyroid TPMS heat sinks as promising candidates for space-constrained thermal management when maximum chip temperature is prioritized over pumping-power efficiency.

International Communications in Heat and Mass TransferVol. 180
Samara State Technical University (RU)
Ministry of Education and Science of the Russian Federation
Affordable and clean energy
Openalex Percentile: Top 20%
Heat Transfer and Optimization
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Gyroid TPMS heat sink for SSD cooling: Thermal performance and hydraulic analysis — Dmitry Mikhailovich Bragin, А. В. Еремин, et al. · International Communications in Heat and Mass Transfer (2026) | TGRS Research Map | TGRS