利用多目标遗传算法优化 SABER 系统中的超临界 He-H2 PCHE 设计

IF 4.9 2区 工程技术 Q1 ENGINEERING, MECHANICAL International Journal of Thermal Sciences Pub Date : 2024-05-10 DOI:10.1016/j.ijthermalsci.2024.109134
Wei Wang, Bingrui Li, Xin Wang, Bingxi Li, Yong Shuai
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引用次数: 0

摘要

在协同喷气式火箭发动机(SABER)系统中首次采用了双圆直管道印刷电路热交换器(PCHE),用于超临界 He 和 H2 的传热。对 PCHE 通道中超临界流的传热机理进行了数值分析。在同时考虑压降、传热效率和热通量与重量比的情况下,对 PCHE 的设计进行了多目标遗传优化。结果表明,在浮力和重力的耦合作用下,超临界 H2 流动在伪临界点附近呈混沌状态。混沌流动导致温度分布不对称,从而降低了传热性能。在采用中心复合曲面法设计的 27 个数值实验案例中,冷侧和热侧三个目标回归模型的确定系数均在 92% 以上。基于非支配排序遗传算法 II,得到了超临界 He - H2 PCHE 设计和性能的帕累托最优解。从三个目标的综合角度来看,最佳设计分别是冷侧和热侧的 A-4 和 B-4 方案。
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Optimal design of supercritical He–H2 PCHE in SABER system by multi-objective genetic algorithm

A double-circle straight-channel printed circuit heat exchanger (PCHE) was first employed in a synergistic air-breathing rocket engine (SABER) system for supercritical He and H2 heat transfer. The heat transfer mechanism of the supercritical flow in the PCHE channel was numerically analyzed. For considered the pressure drop, heat transfer efficiency, and ratio of heat flux to weight, simultaneously, the design of the PCHE is multi-objective genetic optimized. The results shown that the supercritical H2 flow is chaotic near the pseudo-critical point, which is a coupled effect of buoyancy and gravity. Chaotic flow leads to an asymmetrical temperature distribution, which deteriorates the heat transfer performance. For 27 numerical experimental cases designed using the center composite surface method, the determine factors of the regression models of the three objectives for both cold and hot sides were all above 92 %. The Pareto optimal solutions for the supercritical He - H2 PCHE design and performance were obtained based on the nondominated sorting genetic algorithm II. From a comprehensive view of the three targets, the optimal designs were the A-4 and B-4 solutions for the cold and hot sides, respectively.

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来源期刊
International Journal of Thermal Sciences
International Journal of Thermal Sciences 工程技术-工程:机械
CiteScore
8.10
自引率
11.10%
发文量
531
审稿时长
55 days
期刊介绍: The International Journal of Thermal Sciences is a journal devoted to the publication of fundamental studies on the physics of transfer processes in general, with an emphasis on thermal aspects and also applied research on various processes, energy systems and the environment. Articles are published in English and French, and are subject to peer review. The fundamental subjects considered within the scope of the journal are: * Heat and relevant mass transfer at all scales (nano, micro and macro) and in all types of material (heterogeneous, composites, biological,...) and fluid flow * Forced, natural or mixed convection in reactive or non-reactive media * Single or multi–phase fluid flow with or without phase change * Near–and far–field radiative heat transfer * Combined modes of heat transfer in complex systems (for example, plasmas, biological, geological,...) * Multiscale modelling The applied research topics include: * Heat exchangers, heat pipes, cooling processes * Transport phenomena taking place in industrial processes (chemical, food and agricultural, metallurgical, space and aeronautical, automobile industries) * Nano–and micro–technology for energy, space, biosystems and devices * Heat transport analysis in advanced systems * Impact of energy–related processes on environment, and emerging energy systems The study of thermophysical properties of materials and fluids, thermal measurement techniques, inverse methods, and the developments of experimental methods are within the scope of the International Journal of Thermal Sciences which also covers the modelling, and numerical methods applied to thermal transfer.
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