1. A multiscale modeling method incorporating spatial coupling and temporal coupling into transient simulations of the human airways
- Author
-
Mohammad S. Islam, Emilie Sauret, David W. Holmes, Zoran Ristovski, Zhenya Fan, Suvash C. Saha, and YuanTong Gu
- Subjects
Coupling ,business.industry ,Computer science ,Applied Mathematics ,Mechanical Engineering ,Physics::Medical Physics ,Computational Mechanics ,Phase (waves) ,Domain decomposition methods ,Computational fluid dynamics ,Multiscale modeling ,Computer Science Applications ,01 Mathematical Sciences, 02 Physical Sciences, 09 Engineering ,Mechanics of Materials ,Point (geometry) ,Transient (oscillation) ,business ,Biological system ,Interpolation - Abstract
In this article, a novel multiscale modeling method is proposed for transient computational fluid dynamics (CFD) simulations of the human airways. The developed method is the first attempt to incorporate spatial coupling and temporal coupling into transient human airway simulations, aiming to improve the flexibility and the efficiency of these simulations. In this method, domain decomposition was used to separate the complex airway model into different scaled domains. Each scaled domain could adopt a suitable mesh and timestep, as necessary: the coarse mesh and large timestep were employed in the macro regions to reduce the computational cost, while the fine mesh and small timestep were used in micro regions to maintain the simulation accuracy. The radial point interpolation method was used to couple data between the coarse mesh and the fine mesh. The continuous micro solution–intermittent temporal coupling method was applied to bridge different timesteps. The developed method was benchmarked using a well-studied four-generation symmetric airway model under realistic normal breath conditions. The accuracy and efficiency of the method were verified separately in the inhalation phase and the exhalation phase. Similar airflow behavior to previous studies was observed from the multiscale airway model. The developed multiscale method has the potential to improve the flexibility and efficiency of transient human airway simulations without sacrificing accuracy.
- Published
- 2021