Multi-objective optimization of internally finned tubes with interruption-and-rotation strategy based on RSM and NSGA-II

IF 4.9 2区 工程技术 Q1 ENGINEERING, MECHANICAL
Zijian Fang, Shifeng Deng , Yifan Du, Yitao Fang, Zongyi Wang, Huaishuang Shao, Qinxin Zhao
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Abstract

In the pursuit of compact and high-efficiency heat exchanger designs aligned with carbon reduction goals, this study introduces a novel interruption-and-rotation strategy of internally finned tubes. The design disrupts thermal boundary layer formation through positioned fin discontinuities combined with rotation, thereby augmenting convective heat transfer via intensified fluid mixing. A computational fluid dynamics (CFD) analysis framework was established to evaluate the effects of the interruption start position, interruption length, and rotation angle on flow and heat transfer characteristics. Subsequently, a multi-objective optimization was performed using the response surface method (RSM) and the non-dominated sorting genetic algorithm II (NSGA-II), targeting the minimization of average fluid temperature and pressure drop. The technique for order preference by similarity to ideal solution (TOPSIS) method was employed to identify the optimal trade-off solution. The results indicate that the optimized structural parameters enhance the comprehensive heat transfer performance by 9.32 %, reduce the average fluid temperature by 3.6 % and decrease the pressure drop by 69.2 %, with subsequent numerical verification confirming prediction accuracy within 8.56 % error margin. The design and approach systematically offer new insights into practical enhancement strategies for energy-efficient heat exchange systems in industrial applications.
基于RSM和NSGA-II的内翅片管中断旋转多目标优化
在追求紧凑和高效的热交换器设计与碳减排目标相一致的过程中,本研究引入了一种新的内翅片管的中断和旋转策略。该设计通过定位翅片不连续与旋转相结合来破坏热边界层的形成,从而通过强化流体混合来增加对流传热。建立了计算流体力学(CFD)分析框架,评估了中断起始位置、中断长度和旋转角度对流动和换热特性的影响。随后,采用响应面法(RSM)和非主导排序遗传算法II (NSGA-II)进行多目标优化,以流体平均温度和压降最小为目标。采用TOPSIS (order preference by similarity to ideal solution)方法确定最优权衡方案。结果表明,优化后的结构参数使综合换热性能提高了9.32%,平均流体温度降低了3.6%,压降降低了69.2%,随后的数值验证证实,预测精度在8.56%的误差范围内。设计和方法系统地为工业应用中节能热交换系统的实际增强策略提供了新的见解。
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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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