预测气溶胶在飞机上的传播:采用实验和模拟联合方法的益处

IF 1.7 4区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Christian Leithäuser, Victor Norrefeldt, Elisa Thiel, Michael Buschhaus, Jörg Kuhnert, Pratik Suchde
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引用次数: 0

摘要

我们采用实验和模拟相结合的方法研究了气溶胶粒子在飞机机舱内的传播情况。实验是在一个逼真的机舱内进行的,乘客是加热的假人。使用带有气溶胶发生器的谢菲尔德头模拟受感染的乘客,并在机舱内不同位置测量粒子数量,以量化其他乘客的接触情况。使用计算流体动力学模型模拟了相同的环境,该模型由用于捕捉气流的拉格朗日连续相和用于表示气溶胶的拉格朗日悬浮离散相组成。通过模拟得出虚拟测量结果,并与实验进行比较。我们的主要结果是:实验装置提供了良好的测量结果,非常适合模型验证;模拟确实正确地再现了气溶胶扩散的基本机制;模拟有助于提高对气溶胶传播的理解,例如通过可视化粒子分布。此外,利用模拟结果还可以对实验装置进行重大改进,这证明了数值世界和硬件世界之间的反馈确实是有益的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Predicting aerosol transmission in airplanes: Benefits of a joint approach using experiments and simulation

Predicting aerosol transmission in airplanes: Benefits of a joint approach using experiments and simulation

Predicting aerosol transmission in airplanes: Benefits of a joint approach using experiments and simulation

We investigate the transmission of aerosol particles in an airplane cabin with a joint approach using experiments and simulation. Experiments were conducted in a realistic aircraft cabin with heated dummies acting as passengers. A Sheffield head with an aerosol generator was used to emulate an infected passenger and particle numbers were measured at different locations throughout the cabin to quantify the exposure of other passengers. The same setting was simulated with a computational fluid dynamics model consisting of a Lagrange continuous phase for capturing the air flow, coupled with a Lagrange suspended discrete phase to represent the aerosols. Virtual measurements were derived from the simulation and compared with the experiments. Our main results are: the experimental setup provides good measurements well suited for model validation, the simulation does correctly reproduce the fundamental mechanisms of aerosol dispersion and simulations can help to improve the understanding of aerosol transmission for example by visualizing particle distributions. Furthermore, with findings from the simulation it was possible to crucially improve the experimental setup, proving that feedback between the numerical and the hardware world is indeed beneficial.

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来源期刊
International Journal for Numerical Methods in Fluids
International Journal for Numerical Methods in Fluids 物理-计算机:跨学科应用
CiteScore
3.70
自引率
5.60%
发文量
111
审稿时长
8 months
期刊介绍: The International Journal for Numerical Methods in Fluids publishes refereed papers describing significant developments in computational methods that are applicable to scientific and engineering problems in fluid mechanics, fluid dynamics, micro and bio fluidics, and fluid-structure interaction. Numerical methods for solving ancillary equations, such as transport and advection and diffusion, are also relevant. The Editors encourage contributions in the areas of multi-physics, multi-disciplinary and multi-scale problems involving fluid subsystems, verification and validation, uncertainty quantification, and model reduction. Numerical examples that illustrate the described methods or their accuracy are in general expected. Discussions of papers already in print are also considered. However, papers dealing strictly with applications of existing methods or dealing with areas of research that are not deemed to be cutting edge by the Editors will not be considered for review. The journal publishes full-length papers, which should normally be less than 25 journal pages in length. Two-part papers are discouraged unless considered necessary by the Editors.
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