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Large-scale CFD simulations of airflow and particle deposition in lung airway

机译:肺气道气流和颗粒沉积的大规模CFD模拟

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The flow fields in the small bronchial tubes are mostly laminar. However, they are quite complex mainly due to the geometrical effects of the lung airways. Asymmetry, nonplanarity and multiple generations are the main attributes of the lung airway geometry. There are total 23 generations of airways in human lung. The complexity of the airflow in the lung airway increases with an increasing number of generations. Particle deposition in bronchial tubes is strongly affected by these complex flow fields. Simulation of flow and particle deposition in multi-generational bronchial tube geometries is a major challenge because of the complexity of the geometry and size of the problem. The unsteady nature of inhale-exhale breathing cycles further complicates the problem. In this study, we simulate flows and particle deposition in an idealized lung geometry consisting of a ten-generation, nonplanar, bronchial tube model using our hybrid (finite element/finite volume), matrix free, parallel CaMEL solver. Steady-state inspiratory and unsteady flows were simulated with an inlet Reynolds number of 319. In this study, the large-scale CFD simulations for ten-generation bronchial tube model were successfully demonstrated. The particle transport was simulated using our Lagrangian based particle tracking model. The impact of unsteadiness on particle deposition was investigated by employing particle deposition efficiencies in each generation and particle destination maps. Particles were released at different inhalation times to investigate the unsteady effects. The results showed different particle deposition patterns for different particle release times. Particles released later in inhalation phase resulted in comparatively more particle deposition. The particle deposition before and after inhalation peak, which had identical inflow conditions, were observed to be significantly different due to the slight differences in strength of the vortices. Also, the results showed importance of geometry in later generations in particle deposition.
机译:小支气管中的流场大多是层流的。但是,它们非常复杂,主要是由于肺气道的几何影响。不对称性,非平面性和多世代是肺气道几何形状的主要属性。人肺中共有23代气道。肺气道中气流的复杂性随着世代数的增加而增加。这些复杂的流场会严重影响支气管中的颗粒沉积。由于几何形状的复杂性和问题的大小,在多代支气管几何形状中模拟流动和粒子沉积是一项重大挑战。吸气-呼气呼吸循环的不稳定特性使问题进一步复杂化。在这项研究中,我们使用我们的混合动力(有限元/有限体积),无基质,平行CaMEL求解器,在理想的肺几何结构(由十代非平面支气管模型组成)中模拟流动和颗粒沉积。用入口雷诺数319模拟稳态吸气和非稳态流动。在这项研究中,成功​​地证明了十代支气管模型的大规模CFD模拟。使用基于拉格朗日的粒子跟踪模型模拟了粒子传输。通过在每一代图和粒子目标图中使用粒子沉积效率,研究了不稳定对粒子沉积的影响。在不同的吸入时间释放颗粒以研究不稳定的影响。结果显示对于不同的粒子释放时间,不同的粒子沉积模式。吸入阶段稍后释放的颗粒导致相对更多的颗粒沉积。由于涡流强度的细微差别,观察到在具有相同流入条件的吸气峰前后的颗粒沉积显着不同。而且,结果表明几何学在粒子沉积的后代中很重要。

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