Author:
Fathollahi Sara,Kruisz Julia,Sacher Stephan,Rehrl Jakob,Escotet-Espinoza M. Sebastian,DiNunzio James,Glasser Benjamin J.,Khinast Johannes G.
Abstract
AbstractThis paper proposes a feed rate control strategy for a novel volumetric micro-feeder, which can accomplish low-dose feeding of pharmaceutical raw materials with significantly different powder properties. The developed feed-forward control strategy enables a constant feed rate with a minimum deviation from the set-point, even for materials that are typically difficult to accurately feed (e.g., due to high cohesion or low density) using conventional continuous feeders. Density variations observed during the feeding process were characterized via a displacement feed factor profile for each powder. The characterized effective displacement density profile was applied in the micro-feeder system to proactively control the feed rate by manipulating the powder displacement rate (i.e., computing the feed rate from the powder displacement rate). Based on the displacement feed factor profile, the feed rate can be predicted during the feeding process and at any feed rate set-point. Three pharmaceutically relevant materials were used for the micro-feeder evaluation: di-calcium phosphate (large-particle system, high density), croscarmellose sodium (small-particle system, medium density), and barium sulfate (very small-particle <10 μm, high density). A significant improvement in the feeding performance was achieved for all investigated materials. The feed rate deviation from the set-point and its relative standard deviation were minimal compared to operations without the control strategy.
Funder
Graz University of Technology
Publisher
Springer Science and Business Media LLC
Subject
Drug Discovery,Pharmaceutical Science,Agronomy and Crop Science,Ecology,Aquatic Science,General Medicine,Ecology, Evolution, Behavior and Systematics
Reference34 articles.
1. Markl D, Warman M, Dumarey M, Bergman EL, Folestad S, Shi Z, et al. Review of real-time release testing of pharmaceutical tablets: state-of-the art, challenges and future perspective. Int J Pharm. 2020;582:119353. https://doi.org/10.1016/j.ijpharm.2020.119353.
2. Sedo K, Tugrul K. The drug delivery and formulation pipeline [Internet]. GLOBAL REPORT – 2017 Global Drug Delivery & Formulation Report: Part 4, The Drug Delivery & Formulation Pipeline. 2018. p. June. Available from: https://drug-dev.com/global-report-2017-global-drug-delivery-formulation-report-part-4-the-drug-delivery-formulation-pipeline/
3. Singh R, Muzzio FJ, Ierapetritou M, Ramachandran R. A combined feed-forward/feed-back control system for a QbD-based continuous tablet manufacturing process. Processes. 2015;3(2):339–56.
4. Madarász L, Köte Á, Gyürkés M, Farkas A, Hambalkó B, Pataki H, et al. Videometric mass flow control: a new method for real-time measurement and feedback control of powder micro-feeding based on image analysis. 2020
5. Vanarase A, Ricart B, Almaya A, Debelder L, Wyatt J. Results and discussion corporate strategy for CM implementation. 2020;(August):1–18
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