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Development of a Controlled Continuous Low-Dose Feeding Process
This 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 deviatio...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8510936/ https://www.ncbi.nlm.nih.gov/pubmed/34642863 http://dx.doi.org/10.1208/s12249-021-02104-9 |
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author | Fathollahi, Sara Kruisz, Julia Sacher, Stephan Rehrl, Jakob Escotet-Espinoza, M. Sebastian DiNunzio, James Glasser, Benjamin J. Khinast, Johannes G. |
author_facet | Fathollahi, Sara Kruisz, Julia Sacher, Stephan Rehrl, Jakob Escotet-Espinoza, M. Sebastian DiNunzio, James Glasser, Benjamin J. Khinast, Johannes G. |
author_sort | Fathollahi, Sara |
collection | PubMed |
description | This 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. |
format | Online Article Text |
id | pubmed-8510936 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-85109362021-10-27 Development of a Controlled Continuous Low-Dose Feeding Process Fathollahi, Sara Kruisz, Julia Sacher, Stephan Rehrl, Jakob Escotet-Espinoza, M. Sebastian DiNunzio, James Glasser, Benjamin J. Khinast, Johannes G. AAPS PharmSciTech Research Article This 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. Springer International Publishing 2021-10-12 /pmc/articles/PMC8510936/ /pubmed/34642863 http://dx.doi.org/10.1208/s12249-021-02104-9 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Research Article Fathollahi, Sara Kruisz, Julia Sacher, Stephan Rehrl, Jakob Escotet-Espinoza, M. Sebastian DiNunzio, James Glasser, Benjamin J. Khinast, Johannes G. Development of a Controlled Continuous Low-Dose Feeding Process |
title | Development of a Controlled Continuous Low-Dose Feeding Process |
title_full | Development of a Controlled Continuous Low-Dose Feeding Process |
title_fullStr | Development of a Controlled Continuous Low-Dose Feeding Process |
title_full_unstemmed | Development of a Controlled Continuous Low-Dose Feeding Process |
title_short | Development of a Controlled Continuous Low-Dose Feeding Process |
title_sort | development of a controlled continuous low-dose feeding process |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8510936/ https://www.ncbi.nlm.nih.gov/pubmed/34642863 http://dx.doi.org/10.1208/s12249-021-02104-9 |
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