Parametric Design and Numerical Simulation of the Axial-Flow Fan for Electronic Devices

Zhou Jian-hui, Yang Chun-xin
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引用次数: 15

Abstract

The procedure of the parametric design and numerical simulation is developed to enhance greatly fan design efficiency, which can generate high quality hexahedral mesh automatically. The numerical simulation can be performed automatically and the aerodynamic performance of the fan can be characterized without using any other tools. The developed procedure can be employed to the optimization design of the fan. Based on the procedure of the parametric design and numerical simulation, the influences of various design parameters on the aerodynamic performance of the fan are investigated deeply. Such influences can provide physical insight into the flow characteristics of the fan. The multiparameter constrained optimization procedure based on the combination algorithms of design of experiments, response surface models, genetic algorithm, and mixed integer optimization, is carried out aiming at the fan to maximize its coefficient of flow rate over the operating range rather than at a single operating point with parallel computational fluid dynamics. Results show that the aerodynamic average flow rate coefficient of the optimal fan is increased by 14.5% compared to the initially designed fan. This paper demonstrates the potential of the proposed procedure to be applied widely in industry for the purpose of improving work efficiency among engineers.
电子设备轴流风机参数化设计与数值模拟
开发了参数化设计和数值模拟的方法,大大提高了风机的设计效率,可自动生成高质量的六面体网格。数值模拟可以自动进行,无需使用任何其他工具即可对风机的气动性能进行表征。所开发的程序可用于风机的优化设计。在参数化设计和数值模拟的基础上,深入研究了各种设计参数对风机气动性能的影响。这种影响可以提供对风机流动特性的物理洞察。基于实验设计、响应面模型、遗传算法和混合整数优化相结合的多参数约束优化过程,以风机在整个工况范围内而不是在单个工况点上的流量系数最大化为目标,采用并行计算流体力学方法进行了多参数约束优化。结果表明,优化后的风机气动平均流量系数比初始设计的风机提高了14.5%。本文论证了该程序在工业中广泛应用的潜力,以提高工程师的工作效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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