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Evaluating Regional Pulmonary Deposition using Patient-Specific 3D Printed Lung Models
Published on: November 11, 2020
The use of computational approaches in inhaler development
William Wong1, David F Fletcher, Daniela Traini
1Advanced Drug Delivery Group, Faculty of Pharmacy, University of Sydney, NSW, Australia.
Computational Fluid Dynamics (CFD) and Discrete Element Modelling (DEM) are key for inhaled drug delivery. CFD analyzes airflow and particle behavior, while DEM models particle break-up, though computationally intensive.
Area of Science:
- Multiphase flow simulations in pharmaceutical engineering.
- Computational modeling for drug delivery systems.
Background:
- Computational Fluid Dynamics (CFD) and Discrete Element Modelling (DEM) are crucial for optimizing inhaled drug delivery devices.
- Existing CFD models effectively simulate airflow, turbulence, and particle/droplet dynamics, benefiting from advanced commercial software.
- Discrete Element Modelling (DEM) offers insights into particle agglomerate break-up during inhalation, but faces computational challenges.
Purpose of the Study:
- To review the application of CFD and DEM in inhaled drug delivery research.
- To highlight the capabilities and limitations of current CFD and DEM methodologies.
- To identify future directions for integrated CFD-DEM simulations in this field.
Main Methods:
- Review of existing literature on CFD simulations for airflow patterns, turbulence, and particle transport in inhalers.
- Analysis of DEM studies focusing on particle agglomerate break-up mechanisms due to wall interactions and flow shear.
- Discussion of the computational costs and particle simulation limitations associated with DEM.
Main Results:
- CFD is routinely used in device design for predicting airflow and particle behavior, supported by sophisticated commercial software.
- DEM enables detailed modeling of particle break-up but is currently restricted to fundamental studies due to high computational demands.
- The number of particles simulated by DEM is significantly lower than that in typical inhaled formulations.
Conclusions:
- CFD is a well-established tool for inhaled drug delivery device design and simulation.
- DEM provides valuable fundamental insights into particle break-up but is computationally expensive for large-scale simulations.
- Future advancements in computational power will enable integrated CFD-DEM simulations to tackle complex issues in particle break-up and dispersion.
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