Multi-objective optimization of a microchannel heat sink combining cavities and longitudinal vortex generators based on CFD and NSGA-II genetic algorithm

微通道 水力直径 散热片 涡流发生器 计算流体力学 雷诺数 压力降 传热 材料科学 热工水力学 热的 热阻 机械 强化传热 涡流 机械工程 计算机科学 传热系数 热力学 物理 工程类 湍流
作者
Ji-Kai Shao,Yaping Hao,Zeng-Yao Li
出处
期刊:International Journal of Heat and Mass Transfer [Elsevier BV]
卷期号:220: 125019-125019 被引量:11
标识
DOI:10.1016/j.ijheatmasstransfer.2023.125019
摘要

Microchannel heat sink (MCHS) is an innovative cooling device for high-powered integrated circuits. Cavities and longitudinal vortex generators (LVGs) are two kinds of effective heat transfer enhancement techniques for MCHS. It has been demonstrated that cavities can enhance the heat transfer but generate the dead zone of flow, while longitudinal vortex generators (LVGs) have the advantage of low pressure drop. In this paper, an integrated microchannel heat sink combing cavities and LVGs (MC-LVG-C) is proposed. The impacts of geometric parameters of cavities and LVGs on the thermal-hydraulic performance of proposed MCHSs are analyzed and evaluated by CFD when the Reynolds number (Re) ranges from 150 to 325. Further, the multi-objective configuration optimization based on Non-dominated Sorted Genetic Algorithm-II (NSGA-II) is performed at Re=325 to minimize the thermal resistance and pumping power of MC-LVG-C simultaneously. It is found that the proposed scheme (MC-LVG-C) has clear superiority in the thermal-hydraulic performance over MCHS with cavities only (MC-C) and MCHS with LVGs only (MC-LVG). Geometric parameters analysis reveals that the height (hl) and length (L) of LVGs and the spacing (L2) between LVGs and cavities have significant impact on the thermal-hydraulic performance. The NSGA-II optimization indicates that optimal thermal-hydraulic performance values for MC-LVG-C are divided into four design zones. For optimal solutions, better heat transfer can be obtained by increasing hl and L, while smaller resistance can be provided by increasing hl and L2. In practical design, the reasonable geometric parameters can be chosen from the proposed four design zones by the design requirement.
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