Numerical Modeling of Particle Dynamics Inside a Dry Powder Inhaler
Authors
Šušteršič, TijanaBodić, Aleksandar

Ignjatović, Jelisaveta

Cvijić, Sandra

Ibrić, Svetlana

Filipović, Nenad

Article (Published version)
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The development of novel dry powders for dry powder inhalers (DPIs) requires the in vitro assessment of DPI aerodynamic performance. As a potential complementary method, in silico numerical simulations can provide additional information about the mechanisms that guide the particles and their behavior inside DPIs. The aim of this study was to apply computational fluid dynamics (CFDs) coupled with a discrete phase model (DPM) to describe the forces and particle trajectories inside the RS01® as a model DPI device. The methodology included standard fluid flow equations but also additional equations for the particle sticking mechanism, as well as particle behavior after contacting the DPI wall surface, including the particle detachment process. The results show that the coefficient of restitution between the particle and the impact surface does not have a high impact on the results, meaning that all tested combinations gave similar output efficiencies and particle behaviors. No sliding or r...olling mechanisms were observed for the particle detachment process, meaning that simple bouncing off or deposition particle behavior is present inside DPIs. The developed methodology can serve as a basis for the additional understanding of the particles’ behavior inside DPIs, which is not possible using only in vitro experiments; this implies the possibility of increasing the efficiency of DPIs.
Keywords:
computational fluid dynamics (CFD) / discrete phase model (DPM) / DPI efficiency / dry powders inhalers (DPI) / particle stickingSource:
Pharmaceutics, 2022, 14, 12Publisher:
- MDPI
Funding / projects:
- Ministry of Education, Science and Technological Development, Republic of Serbia, Grant no. 200107 (University of Kragujevac, Faculty of Engineering) (RS-200107)
- Ministry of Education, Science and Technological Development, Republic of Serbia, Grant no. 200161 (University of Belgrade, Faculty of Pharmacy) (RS-200161)
- The project that has received funding from the European Union’s Horizon 2020 research and innovation programs under grant agreement No 952603 (SGABU project)
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PharmacyTY - JOUR AU - Šušteršič, Tijana AU - Bodić, Aleksandar AU - Ignjatović, Jelisaveta AU - Cvijić, Sandra AU - Ibrić, Svetlana AU - Filipović, Nenad PY - 2022 UR - https://farfar.pharmacy.bg.ac.rs/handle/123456789/4367 AB - The development of novel dry powders for dry powder inhalers (DPIs) requires the in vitro assessment of DPI aerodynamic performance. As a potential complementary method, in silico numerical simulations can provide additional information about the mechanisms that guide the particles and their behavior inside DPIs. The aim of this study was to apply computational fluid dynamics (CFDs) coupled with a discrete phase model (DPM) to describe the forces and particle trajectories inside the RS01® as a model DPI device. The methodology included standard fluid flow equations but also additional equations for the particle sticking mechanism, as well as particle behavior after contacting the DPI wall surface, including the particle detachment process. The results show that the coefficient of restitution between the particle and the impact surface does not have a high impact on the results, meaning that all tested combinations gave similar output efficiencies and particle behaviors. No sliding or rolling mechanisms were observed for the particle detachment process, meaning that simple bouncing off or deposition particle behavior is present inside DPIs. The developed methodology can serve as a basis for the additional understanding of the particles’ behavior inside DPIs, which is not possible using only in vitro experiments; this implies the possibility of increasing the efficiency of DPIs. PB - MDPI T2 - Pharmaceutics T1 - Numerical Modeling of Particle Dynamics Inside a Dry Powder Inhaler VL - 14 IS - 12 DO - 10.3390/pharmaceutics14122591 ER -
@article{ author = "Šušteršič, Tijana and Bodić, Aleksandar and Ignjatović, Jelisaveta and Cvijić, Sandra and Ibrić, Svetlana and Filipović, Nenad", year = "2022", abstract = "The development of novel dry powders for dry powder inhalers (DPIs) requires the in vitro assessment of DPI aerodynamic performance. As a potential complementary method, in silico numerical simulations can provide additional information about the mechanisms that guide the particles and their behavior inside DPIs. The aim of this study was to apply computational fluid dynamics (CFDs) coupled with a discrete phase model (DPM) to describe the forces and particle trajectories inside the RS01® as a model DPI device. The methodology included standard fluid flow equations but also additional equations for the particle sticking mechanism, as well as particle behavior after contacting the DPI wall surface, including the particle detachment process. The results show that the coefficient of restitution between the particle and the impact surface does not have a high impact on the results, meaning that all tested combinations gave similar output efficiencies and particle behaviors. No sliding or rolling mechanisms were observed for the particle detachment process, meaning that simple bouncing off or deposition particle behavior is present inside DPIs. The developed methodology can serve as a basis for the additional understanding of the particles’ behavior inside DPIs, which is not possible using only in vitro experiments; this implies the possibility of increasing the efficiency of DPIs.", publisher = "MDPI", journal = "Pharmaceutics", title = "Numerical Modeling of Particle Dynamics Inside a Dry Powder Inhaler", volume = "14", number = "12", doi = "10.3390/pharmaceutics14122591" }
Šušteršič, T., Bodić, A., Ignjatović, J., Cvijić, S., Ibrić, S.,& Filipović, N.. (2022). Numerical Modeling of Particle Dynamics Inside a Dry Powder Inhaler. in Pharmaceutics MDPI., 14(12). https://doi.org/10.3390/pharmaceutics14122591
Šušteršič T, Bodić A, Ignjatović J, Cvijić S, Ibrić S, Filipović N. Numerical Modeling of Particle Dynamics Inside a Dry Powder Inhaler. in Pharmaceutics. 2022;14(12). doi:10.3390/pharmaceutics14122591 .
Šušteršič, Tijana, Bodić, Aleksandar, Ignjatović, Jelisaveta, Cvijić, Sandra, Ibrić, Svetlana, Filipović, Nenad, "Numerical Modeling of Particle Dynamics Inside a Dry Powder Inhaler" in Pharmaceutics, 14, no. 12 (2022), https://doi.org/10.3390/pharmaceutics14122591 . .