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对胸部上段气道中药物气溶胶沉积的CFD-DEM模拟的批判性分析:关于气溶胶传输和沉积的思考

A Critical Analysis of the CFD-DEM Simulation of Pharmaceutical Aerosols Deposition in Upper Intra-Thoracic Airways: Considerations on Aerosol Transport and Deposition.

作者信息

Spasov Georgi H, Rossi Riccardo, Vanossi Andrea, Cottini Ciro, Benassi Andrea

机构信息

International School for Advanced Studies (SISSA), 34136 Trieste, Italy.

Consiglio Nazionale delle Ricerche-Istituto Officina dei Materiali (CNR-IOM), 34149 Trieste, Italy.

出版信息

Pharmaceutics. 2024 Aug 24;16(9):1119. doi: 10.3390/pharmaceutics16091119.

Abstract

The reliability and accuracy of numerical models and computer simulations to study aerosol deposition in the human respiratory system is investigated for a patient-specific tracheobronchial tree geometry. A computational fluid dynamics (CFD) model coupled with discrete elements methods (DEM) is used to predict the transport and deposition of the aerosol. The results are compared to experimental and numerical data available in the literature to study and quantify the impact of the modeling parameters and numerical assumptions. Even if the total deposition compares very well with the reference data, it is clear from the present work how local deposition results can depend significantly upon spatial discretization and boundary conditions adopted to represent the respiratory act. The modeling of turbulent fluctuations in the airflow is also found to impact the local deposition and, to a minor extent, the flow characteristics at the inlet of the computational domain. Using the CFD-DEM model, it was also possible to calculate the airflow and particles splitting at bifurcations, which were found to depart from the assumption of being equally distributed among branches adopted by some of the simplified deposition models. The results thus suggest the need for further studies towards improving the quantitative prediction of aerosol transport and deposition in the human airways.

摘要

针对特定患者的气管支气管树几何结构,研究了用于研究人体呼吸系统中气溶胶沉积的数值模型和计算机模拟的可靠性与准确性。采用结合离散单元法(DEM)的计算流体动力学(CFD)模型来预测气溶胶的传输与沉积。将结果与文献中可用的实验和数值数据进行比较,以研究和量化建模参数及数值假设的影响。即便总沉积量与参考数据对比效果很好,但从当前工作中可以清楚看出,局部沉积结果会显著依赖于用于表示呼吸行为的空间离散化和边界条件。还发现气流中湍流波动的建模会影响局部沉积,并在较小程度上影响计算域入口处的流动特性。使用CFD-DEM模型,还能够计算分叉处的气流和颗粒分流情况,结果发现其与一些简化沉积模型所采用的在各分支间均匀分布的假设不同。因此,结果表明需要进一步开展研究,以改进对人体气道中气溶胶传输与沉积的定量预测。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/55de/11434992/1bc8f48e40b9/pharmaceutics-16-01119-g001.jpg

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