Моделирование течения воздуха в упруго-деформируемой пористой среде, аппроксимирующей легкие человека: алгоритм реализации и анализ результатов применения модели

The work is devoted to the implementation of the mathematical model of the human respiratory system developed by the authors to predict the occurrence of respiratory pathologies caused by the negative effects of atmospheric air pollution. The proposed model describes human lungs as an elastically deformable saturated two-phase porous medium with large displacement gradients. Since the analytical solution of the formulated essentially nonlinear problem seems unfeasible, it is suggested that the solution can be obtained by applying numerical methods with step-by-step procedures. An algorithm is proposed for solving the related problem of air filtration in an elastic deformable porous medium. The nonlinear sub-problem of deformation of a two-phase lung medium is solved numerically by finite element method, and the filtration subproblem — by finite volume method. A set of programs was developed (in the C++ programming language) using parallel computing technologies to implement the algorithm. Based on the tomographic images of the lungs obtained with the ITK-SNAP software package, the three-dimensional shape of the lungs was reconstructed. Using the engineering software ANSYS ICEM CFD, a volumetric finite element mesh was constructed. Numerical modeling of air flow in the human lungs was performed for personalized three-dimensional geometry. The pressure fields of the gas phase in the human lungs at various moments of the respiratory cycle are presented. The developed model is planned to be used in the future to determine the areas of risk of respiratory pathologies caused by the negative impact of aerogenic environmental factors.

Authors

Institutions

Publication Details

Journal
Computational Continuum Mechanics
Published
2024-10-24
DOI
https://doi.org/10.7242/1999-6691/2024.17.3.28
Citations
3
Primary Topic
Human Health and Disease
Type
article
Field-Weighted Citation Impact
3.33
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Моделирование течения воздуха в упруго-деформируемой пористой среде, аппроксимирующей легкие человека: алгоритм реализации и анализ результатов применения модели

Mikhail Yu. Tsinker, Н.В. Зайцева, П. В. Трусов, Владислав Владимирович Нурисламов
3 citations
Computational Continuum Mechanics
Human Health and Disease
3.33
article

Моделирование течения воздуха в упруго-деформируемой пористой среде, аппроксимирующей легкие человека: алгоритм реализации и анализ результатов применения модели

Mikhail Yu. Tsinker, Н.В. Зайцева, П. В. Трусов, Владислав Владимирович Нурисламов
article en
3 citations

Abstract

The work is devoted to the implementation of the mathematical model of the human respiratory system developed by the authors to predict the occurrence of respiratory pathologies caused by the negative effects of atmospheric air pollution. The proposed model describes human lungs as an elastically deformable saturated two-phase porous medium with large displacement gradients. Since the analytical solution of the formulated essentially nonlinear problem seems unfeasible, it is suggested that the solution can be obtained by applying numerical methods with step-by-step procedures. An algorithm is proposed for solving the related problem of air filtration in an elastic deformable porous medium. The nonlinear sub-problem of deformation of a two-phase lung medium is solved numerically by finite element method, and the filtration subproblem — by finite volume method. A set of programs was developed (in the C++ programming language) using parallel computing technologies to implement the algorithm. Based on the tomographic images of the lungs obtained with the ITK-SNAP software package, the three-dimensional shape of the lungs was reconstructed. Using the engineering software ANSYS ICEM CFD, a volumetric finite element mesh was constructed. Numerical modeling of air flow in the human lungs was performed for personalized three-dimensional geometry. The pressure fields of the gas phase in the human lungs at various moments of the respiratory cycle are presented. The developed model is planned to be used in the future to determine the areas of risk of respiratory pathologies caused by the negative impact of aerogenic environmental factors.

Computational Continuum MechanicsVol. 17(3)
Max Planck Society (DE), Bio-Medical Science (South Korea) (KR)
Openalex Percentile: Top 8%
Human Health and Disease
3.33
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.