Multi-objective engineering optimization of nanofluid coolants in compact slotted pin-fin heat exchangers

Q1 Chemical Engineering
International Journal of Thermofluids Pub Date : 2026-03-01 Epub Date: 2026-02-17 DOI:10.1016/j.ijft.2026.101588
Wasurat Bunpheng , Ratchagaraja Dhairiyasamy , Deekshant Varshney , Subhav Singh , Choon Kit Chan , Elangovan Murugesan
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引用次数: 0

Abstract

Nanofluid-cooled compact heat sinks are essential for thermal management of dense electronic and laboratory hardware operating under tight power-constrained pumping. Slotted pin-fin geometries are beneficial under limited pump capacity because they promote surface renewal and mixing while remaining compatible with laminar flow and reduced spatial requirement. The study addresses the lack of a property-consistent, experimentally anchored framework that couples slot length, effective Reynolds number, and nanofluid loading for laminar slotted pin-fin heat sinks under constant pumping power. The objective of the investigation is to establish engineering correlations and operating maps for oxide–water nanofluids in compact slotted pin-fin arrays based on a constant-power performance evaluation criterion. Experiments and CFD-used response-surface modelling were carried out in a closed-loop laminar rig using Al₂O₃-, SiO₂-, and CuO–water nanofluids, with slot length, effective Reynolds number, and nanoparticle volume fraction varied systematically and analyzed through a quadratic response surface fitted to Nusselt number, pressure drop, and a performance evaluation criterion. Experiments with Al₂O₃ loadings of about 0.6–0.7 vol% at Reynolds numbers near 1200–1500 and slot lengths of 9–11 mm yielded Nusselt number increases of 14–18% and pressure-drop rises of 7–9%; these quantified changes are interpreted as performance evaluation criteria up to about 1.08–1.09 relative to water. Across the design space, practical optima fell within a corridor of 0.4–0.8 vol% and intermediate slot lengths, and the associated parity plots exhibited coefficients of determination above 0.99 for Nusselt number and pressure drop, indicating that the surrogate model is statistically robust. These findings provide a quantitative basis for selecting coolant composition, flow rate, and slot geometry in laminar nanofluid-cooled slotted pin-fin heat sinks to enhance energy efficiency and thermal reliability under constant pumping-power constraints. The work also defines a roadmap for future optimization of hybrid nanofluids, alternative interrupted-fin concepts, and long-term stability assessment of nanofluid suspensions.
紧凑型开槽鳍片换热器纳米流体冷却剂的多目标工程优化
纳米流体冷却紧凑型散热器是必不可少的热管理密集的电子和实验室硬件运行在严格的功率约束泵。在泵容量有限的情况下,开槽的鳍状结构是有益的,因为它们促进了表面更新和混合,同时保持与层流的兼容,减少了空间要求。该研究解决了在恒定泵浦功率下,缺乏一种性能一致的实验锚定框架来耦合槽长、有效雷诺数和纳米流体负载。该研究的目的是基于恒功率性能评价标准,建立紧凑型开槽鳍阵列中氧化水纳米流体的工程相关性和操作图。采用Al₂O₃-、SiO₂-和CuO-water纳米流体,在闭环层流平台上进行了槽长、有效雷诺数和纳米颗粒体积分数系统变化的响应面实验和cfd响应面建模,并通过拟合Nusselt数、压降和性能评价准则的二次响应面进行了分析。在雷诺数接近1200 ~ 1500、槽长为9 ~ 11 mm时,Al₂O₃加载量约为0.6 ~ 0.7 vol%,努塞尔数增加14 ~ 18%,压降增加7 ~ 9%;这些量化的变化被解释为相对于水高达1.08-1.09的性能评估标准。在整个设计空间中,实际最优值落在0.4-0.8 vol%和中间槽长度的走廊内,相关宇称图显示出Nusselt数和压降的决定系数高于0.99,表明代理模型在统计上是稳健的。这些研究结果为选择层流纳米流体冷却槽式鳍片散热器的冷却剂成分、流量和槽形结构提供了定量依据,从而在恒定泵浦功率约束下提高能效和热可靠性。这项工作还为未来混合纳米流体的优化、替代中断鳍概念和纳米流体悬浮液的长期稳定性评估确定了路线图。
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来源期刊
International Journal of Thermofluids
International Journal of Thermofluids Engineering-Mechanical Engineering
CiteScore
10.10
自引率
0.00%
发文量
111
审稿时长
66 days
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