Validation of CFD predictions of flow in a 3D alveolated bend with experimental data.

Verifying numerical predictions with experimental data is an important aspect of any modeling studies. In the case of the lung, the absence of direct in vivo flow measurements makes such verification almost impossible. We performed computational fluid dynamics (CFD) simulations in a 3D scaled-up model of an alveolated bend with rigid walls that incorporated essential geometrical characteristics of human alveolar structures and compared numerical predictions with experimental flow measurements made in the same model by particle image velocimetry (PIV). Flow in both models was representative of acinar flow during normal breathing (0.82ml/s). The experimental model was built in silicone and silicone oil was used as the carrier fluid. Flow measurements were obtained by an ensemble averaging procedure. CFD simulation was performed with STAR-CCM+ (CD-Adapco) using a polyhedral unstructured mesh. Velocity profiles in the central duct were parabolic and no bulk convection existed between the central duct and the alveoli. Velocities inside the alveoli were approximately 2 orders of magnitude smaller than the mean velocity in the central duct. CFD data agreed well with those obtained by PIV. In the central duct, data agreed within 1%. The maximum simulated velocity along the centerline of the model was 0.5% larger than measured experimentally. In the alveolar cavities, data agreed within 15% on average. This suggests that CFD techniques can satisfactorily predict acinar-type flow. Such a validation ensure a great degree of confidence in the accuracy of predictions made in more complex models of the alveolar region of the lung using similar CFD techniques.

[1]  G. Prisk,et al.  Importance of the bifurcation zone and branch orientation in simulated aerosol deposition in the alveolar zone of the human lung , 2006 .

[2]  R. Burnett,et al.  Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution. , 2002, JAMA.

[3]  Bernard Sapoval,et al.  Design of peripheral airways for efficient gas exchange , 2005, Respiratory Physiology & Neurobiology.

[4]  J J Fredberg,et al.  Axial dispersion in respiratory bronchioles and alveolar ducts. , 1988, Journal of applied physiology.

[5]  Chantal Darquenne,et al.  A realistic two-dimensional model of aerosol transport and deposition in the alveolar zone of the human lung , 2001 .

[6]  Ananth V. Annapragada,et al.  Computational Fluid Dynamics Simulation of Airflow and Aerosol Deposition in Human Lungs , 2004, Annals of Biomedical Engineering.

[7]  Fulvio Scarano,et al.  Advances in iterative multigrid PIV image processing , 2000 .

[8]  Chantal Darquenne,et al.  Heterogeneity of aerosol deposition in a two-dimensional model of human alveolated ducts , 2002 .

[9]  D. Dockery,et al.  An association between air pollution and mortality in six U.S. cities. , 1993, The New England journal of medicine.

[10]  Charles Hirsch,et al.  Anatomically based three-dimensional model of airways to simulate flow and particle transport using computational fluid dynamics. , 2005, Journal of applied physiology.

[11]  M Paiva,et al.  Two- and three-dimensional simulations of aerosol transport and deposition in alveolar zone of human lung. , 1996, Journal of applied physiology.

[12]  Akira Tsuda,et al.  Low reynolds number viscous flow in an alveolated duct. , 2004, Journal of biomechanical engineering.

[13]  A. Pope,et al.  Environmental Medicine INTEGRATING A MISSING ELEMENT INTO MEDICAL EDUCATION , 2013, Nature Medicine.

[14]  Akira Tsuda,et al.  RECIRCULATING FLOW IN AN EXPANDING ALVEOLAR MODEL: EXPERIMENTAL EVIDENCE OF FLOW-INDUCED MIXING OF AEROSOLS IN THE PULMONARY ACINUS , 2000 .

[15]  S. Wereley,et al.  Advanced Algorithms for Microscale Particle Image Velocimetry , 2002 .

[16]  E R Weibel,et al.  Morphometry of the human pulmonary acinus , 1988, The Anatomical record.

[17]  John D. Spengler,et al.  Particles in our air : concentrations and health effects , 1996 .

[18]  E. Weibel Morphometry of the Human Lung , 1965, Springer Berlin Heidelberg.

[19]  J Schwartz,et al.  Increased mortality in Philadelphia associated with daily air pollution concentrations. , 1992, The American review of respiratory disease.