Exploration of Electrostatics Effect on Dispersion and Coating Mechanisms in Dry Powder Inhalers by Discrete Element Method

dc.contributor.author Saeid, Pooya
dc.contributor.author Kazemi, Saman
dc.contributor.author Zarghami, Reza
dc.contributor.author Sotudeh-Gharebagh, Rahmat
dc.contributor.author Mostoufi, Navid
dc.date.accessioned 2025-03-25T22:56:05Z
dc.date.available 2025-03-25T22:56:05Z
dc.date.issued 2025
dc.description.abstract Improving drug delivery in the respiratory system relies on the effective coating and dispersion of active pharmaceutical ingredients (APIs) in dry powder inhalers (DPIs) and the respiratory system's airways. This study aims to explore the impact of different factors on coating APIs on carrier particles, considering electrostatic and van der Waals forces using the discrete element method (DEM). This study focuses on the critical elements of API dispersion, specifically collisions between API-coated carrier particles with each other and DPI walls. The factors influencing the dispersion ratio in these collisions, such as impact velocity, contact angle, and particle charge, are examined. Additionally, a reduced-scale shaking DPI with three frequencies is used to investigate the API coating mechanism on carriers, which was not explored in previous studies. The difference in work function between carrier particles and APIs generates charge in the shaking DPI due to collisions. This causes electrostatic force to dominate over van der Waals force, breaking agglomerates and attaching APIs to carrier particles. This study shows that the amount of generated charge increases with particle collisions and that charge distribution becomes more balanced over time through charge exchange between particles. By elucidating the relationships among impact velocity, dispersion ratio, shaking frequency, and contact angles, this study paves the way for future research on more efficient DPI designs. en_US
dc.identifier.doi 10.1016/j.colsurfa.2025.136540
dc.identifier.issn 0927-7757
dc.identifier.issn 1873-4359
dc.identifier.scopus 2-s2.0-85219083495
dc.identifier.uri https://doi.org/10.1016/j.colsurfa.2025.136540
dc.identifier.uri https://hdl.handle.net/11147/15445
dc.language.iso en en_US
dc.publisher Elsevier en_US
dc.relation.ispartof Colloids and Surfaces A: Physicochemical and Engineering Aspects
dc.rights info:eu-repo/semantics/closedAccess en_US
dc.subject Dem en_US
dc.subject Apis en_US
dc.subject Dpi en_US
dc.subject Dispersion en_US
dc.subject Coating en_US
dc.subject Shaking en_US
dc.title Exploration of Electrostatics Effect on Dispersion and Coating Mechanisms in Dry Powder Inhalers by Discrete Element Method en_US
dc.type Article en_US
dspace.entity.type Publication
gdc.author.wosid Mostoufi, Navid/K-4630-2018
gdc.author.wosid Zarghami, Reza/C-2120-2017
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gdc.description.department İzmir Institute of Technology en_US
gdc.description.departmenttemp [Saeid, Pooya; Kazemi, Saman; Zarghami, Reza; Sotudeh-Gharebagh, Rahmat; Mostoufi, Navid] Univ Tehran, Sch Chem Engn, Coll Engn, Proc Design & Simulat Res Ctr, POB 11155-4563, Tehran, Iran; [Zarghami, Reza] Izmir Inst Technol, Dept Energy Syst Engn, TR-35433 Izmir, Turkiye en_US
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
gdc.description.scopusquality Q2
gdc.description.volume 713 en_US
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