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在传导气道代表性模型中预测气溶胶沉积的多面体网格样式评估

Evaluation of the Polyhedral Mesh Style for Predicting Aerosol Deposition in Representative Models of the Conducting Airways.

作者信息

Thomas Morgan L, Longest P Worth

机构信息

Department of Mechanical and Nuclear Engineering Virginia Commonwealth University, Richmond, VA.

Department of Pharmaceutics Virginia Commonwealth University, Richmond, VA.

出版信息

J Aerosol Sci. 2022 Jan;159. doi: 10.1016/j.jaerosci.2021.105851. Epub 2021 Aug 1.

Abstract

A critical factor affecting the accuracy of Computational Fluid Dynamic (CFD) simulations and the time required to conduct them is construction of the computational mesh. This study aimed to evaluate the relatively new polyhedral mesh style for simulating aerosol deposition in the upper conducting airways compared with established meshing techniques and experimental data. Hexahedral and polyhedral mesh solutions were compared in two benchmark geometries: 1) a 90°-bend with flow characteristics similar to the extrathoracic airways of an adolescent child, and 2) a double bifurcation representing bifurcations B3-B5 in an adult. Both 4-block and 5-block hexahedral meshes were used in the 90°-bend to capture the potential of fully-structured hexahedral meshes. In the 90°-bend, polyhedral elements matched polydisperse deposition data with 20% relative error (RE; averaged across the particle sizes considered), which is an improvement on the accuracy of the 4-block hexahedral mesh (35% RE) and is similar to the accuracy of the 5-block hexahedral mesh (19% RE). In the double bifurcation, deposition fraction relative differences evaluated between polyhedral and hexahedral meshes ranged from 0.3% to 28.6% for the different particle sizes assessed, which is an order of magnitude improvement compared with previous studies that considered hexahedral vs. hybrid tetrahedral-prism meshes for the same flow field. Solution convergence time with polyhedral elements was found to be 50% to 140% higher than with hexahedral meshes of comparable size. While application dependent, the increase in simulation time observed with polyhedral meshes will likely be outweighed by the ease and convenience of polyhedral mesh construction. It was concluded that the polyhedral mesh style, with sufficient resolution especially near the walls, is an excellent alternative to the highly regarded hexahedral mesh style for predicting upper airway aerosol transport and deposition and provides a powerful new tool in the assessment of respiratory aerosol dosimetry.

摘要

影响计算流体动力学(CFD)模拟准确性及其所需时间的一个关键因素是计算网格的构建。本研究旨在评估一种相对较新的多面体网格样式,用于模拟上呼吸道中的气溶胶沉积,并与既定的网格划分技术和实验数据进行比较。在两种基准几何形状中比较了六面体和多面体网格解决方案:1)一个90°弯头,其流动特性类似于青少年儿童的胸外气道;2)一个双分支,代表成人中的B3 - B5分支。在90°弯头中使用了4块和5块六面体网格,以充分发挥全结构化六面体网格的潜力。在90°弯头中,多面体单元与多分散沉积数据匹配,相对误差为20%(RE;在所考虑的粒径范围内平均),这比4块六面体网格的精度(35% RE)有所提高,与5块六面体网格的精度(19% RE)相似。在双分支中,对于所评估的不同粒径,多面体和六面体网格之间评估的沉积分数相对差异在0.3%至28.6%之间,与之前针对相同流场考虑六面体与混合四面体 - 棱柱体网格的研究相比,有一个数量级的提高。发现使用多面体单元的求解收敛时间比具有可比尺寸的六面体网格高50%至140%。虽然取决于应用,但多面体网格观察到的模拟时间增加可能会被多面体网格构建的简便性所抵消。得出的结论是,多面体网格样式,特别是在壁面附近具有足够的分辨率,是预测上呼吸道气溶胶传输和沉积的备受推崇的六面体网格样式的绝佳替代方案,并为呼吸气溶胶剂量学评估提供了一个强大的新工具。

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