利用粒子群算法对蛛网状通道散热器进行多目标优化设计

IF 1.6 4区 工程技术 Q3 ENGINEERING, MECHANICAL Journal of Thermal Science and Engineering Applications Pub Date : 2024-01-04 DOI:10.1115/1.4064417
Hongmei Wei, Ruien Yu
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引用次数: 0

摘要

与其他仿生微通道散热器相比,蜘蛛网状微通道散热器因其卓越的热传导能力而备受认可。本文旨在通过多目标方法优化类蜘蛛网微通道散热器的几何结构参数,从而提高其性能。利用 Box-Behnken 设计方法对设计变量进行响应面分析,并通过对压力和温度的拟合函数应用多目标粒子群优化算法获得帕累托解集。采用 TOPSIS 方法从 Pareto 解集中选择最合适的解决方案。利用计算流体动力学(CFD)分析评估了微通道散热器的性能。与原始设计相比,蛛网状微通道散热器的优化结构使平均温度降低了 3K,压降降低了 1514Pa。整体性能的大幅提升凸显了精心设计的通道结构对于进一步提高微通道散热器综合性能的重要性。
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Multi-objective optimization design of a cobweb-like–channel heat sink using particle swarm algorithm
The cobweb-like microchannel heat sink is acknowledged for its exceptional heat transfer capabilities in comparison to other biomimetic microchannel heat sinks. The objective of this paper is to improve the performance of the cobweb-like microchannel heat sink by optimizing its geometric structure parameters through a multi-objective approach. The Box-Behnken design method was utilized to conduct response surface analysis on the design variables, and the Pareto solution set was obtained by applying the multi-objective particle swarm optimization algorithm to the fitted functions of pressure and temperature. The TOPSIS method was used to select the most appropriate solution from the Pareto solution set. The performance of a microchannel heat sink was evaluated using the computational fluid dynamics (CFD) analysis. The optimized structure of the cobweb-like microchannel heat sink led to a decrease in the average temperature by 3K and a reduction in pressure drop by 1514Pa, as compared to the original design. This significant improvement in the overall performance highlights the importance of a well-designed channel structure in further enhancing the comprehensive performance of the microchannel heat sink.
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来源期刊
Journal of Thermal Science and Engineering Applications
Journal of Thermal Science and Engineering Applications THERMODYNAMICSENGINEERING, MECHANICAL -ENGINEERING, MECHANICAL
CiteScore
3.60
自引率
9.50%
发文量
120
期刊介绍: Applications in: Aerospace systems; Gas turbines; Biotechnology; Defense systems; Electronic and photonic equipment; Energy systems; Manufacturing; Refrigeration and air conditioning; Homeland security systems; Micro- and nanoscale devices; Petrochemical processing; Medical systems; Energy efficiency; Sustainability; Solar systems; Combustion systems
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