Predicting capsule fill weight from in-situ powder density measurements using terahertz reflection technology
The manufacturing of the majority of solid oral dosage forms is based on the densification of powder. A good understanding of the powder behavior is therefore essential to assure high quality drug products. This is particularly relevant for the capsule filling process, where the powder bulk density...
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doaj-31ed90cbf5c04c77a32c92e36b1ea0082020-11-25T00:26:17ZengElsevierInternational Journal of Pharmaceutics: X2590-15672019-12-011Predicting capsule fill weight from in-situ powder density measurements using terahertz reflection technologySandra Stranzinger0Eva Faulhammer1Jingyi Li2Runqiao Dong3J. Axel Zeitler4Stefano Biserni5Vittorio Calzolari6Johannes G. Khinast7Daniel Markl8Research Center Pharmaceutical Engineering (RCPE), Inffeldgasse 13, 8010 Graz, Austria; Graz University of Technology, Institute for Process and Particle Engineering, Inffeldgasse 13, 8010 Graz, AustriaResearch Center Pharmaceutical Engineering (RCPE), Inffeldgasse 13, 8010 Graz, AustriaDepartment of Chemical Engineering and Biotechnology, University of Cambridge, Philippa Fawcett Drive, CB3 0AS Cambridge, UKDepartment of Chemical Engineering and Biotechnology, University of Cambridge, Philippa Fawcett Drive, CB3 0AS Cambridge, UKDepartment of Chemical Engineering and Biotechnology, University of Cambridge, Philippa Fawcett Drive, CB3 0AS Cambridge, UKMG2, Via del Savena, 18. I-40065 Pian di Macina di Pianoro, Bologna, ItalyMG2, Via del Savena, 18. I-40065 Pian di Macina di Pianoro, Bologna, ItalyResearch Center Pharmaceutical Engineering (RCPE), Inffeldgasse 13, 8010 Graz, Austria; Graz University of Technology, Institute for Process and Particle Engineering, Inffeldgasse 13, 8010 Graz, AustriaStrathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, 161 Cathedral Street, G4 0RE Glasgow, UK; EPSRC Centre for Innovative Manufacturing in Continuous Manufacturing and Crystallisation, University of Strathclyde, 99 George Street, G1 1RD Glasgow, UK; Corresponding author at: EPSRC Centre for Innovative Manufacturing in Continuous Manufacturing and Crystallisation, University of Strathclyde, 99 George Street, G1 1RD Glasgow, UK.The manufacturing of the majority of solid oral dosage forms is based on the densification of powder. A good understanding of the powder behavior is therefore essential to assure high quality drug products. This is particularly relevant for the capsule filling process, where the powder bulk density plays an important role in controlling the fill weight and weight variability of the final product. In this study we present a novel approach to quantitatively measure bulk density variations in a rotating container by means of terahertz reflection technology. The terahertz reflection probe was used to measure the powder density using an experimental setup that mimics a lab-scale capsule filling machine including a static sampling tool. Three different grades of α-lactose monohydrate excipients specially designed for inhalation application were systematically investigated at five compression stages. Relative densities predicted from terahertz reflection measurements were correlated to off-line weight measurements of the collected filled capsules. The predictions and the measured weights of the powder in the capsules were in excellent agreement, where the relative density measurements of Lactohale 200 showed the strongest correlation with the respective fill weight (R2=0.995). We also studied how the density uniformity of the powder bed was impacted by the dosing process and the subsequent filling of the holes (with excipient powder), which were introduced in the powder bed after the dosing step. Even though the holes seemed to be filled with new powder (by visual inspection), the relative density in these specific segments were found to clearly differ from the undisturbed powder bed state prior to dosing. The results demonstrate that it is feasible to analyze powder density variations in a rotating container by means of terahertz reflection measurements and to predict the fill weight of collected capsules. Keywords: Powder bulk density, Terahertz technology, PAT, Capsule filling processhttp://www.sciencedirect.com/science/article/pii/S2590156718300045 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Sandra Stranzinger Eva Faulhammer Jingyi Li Runqiao Dong J. Axel Zeitler Stefano Biserni Vittorio Calzolari Johannes G. Khinast Daniel Markl |
spellingShingle |
Sandra Stranzinger Eva Faulhammer Jingyi Li Runqiao Dong J. Axel Zeitler Stefano Biserni Vittorio Calzolari Johannes G. Khinast Daniel Markl Predicting capsule fill weight from in-situ powder density measurements using terahertz reflection technology International Journal of Pharmaceutics: X |
author_facet |
Sandra Stranzinger Eva Faulhammer Jingyi Li Runqiao Dong J. Axel Zeitler Stefano Biserni Vittorio Calzolari Johannes G. Khinast Daniel Markl |
author_sort |
Sandra Stranzinger |
title |
Predicting capsule fill weight from in-situ powder density measurements using terahertz reflection technology |
title_short |
Predicting capsule fill weight from in-situ powder density measurements using terahertz reflection technology |
title_full |
Predicting capsule fill weight from in-situ powder density measurements using terahertz reflection technology |
title_fullStr |
Predicting capsule fill weight from in-situ powder density measurements using terahertz reflection technology |
title_full_unstemmed |
Predicting capsule fill weight from in-situ powder density measurements using terahertz reflection technology |
title_sort |
predicting capsule fill weight from in-situ powder density measurements using terahertz reflection technology |
publisher |
Elsevier |
series |
International Journal of Pharmaceutics: X |
issn |
2590-1567 |
publishDate |
2019-12-01 |
description |
The manufacturing of the majority of solid oral dosage forms is based on the densification of powder. A good understanding of the powder behavior is therefore essential to assure high quality drug products. This is particularly relevant for the capsule filling process, where the powder bulk density plays an important role in controlling the fill weight and weight variability of the final product. In this study we present a novel approach to quantitatively measure bulk density variations in a rotating container by means of terahertz reflection technology. The terahertz reflection probe was used to measure the powder density using an experimental setup that mimics a lab-scale capsule filling machine including a static sampling tool. Three different grades of α-lactose monohydrate excipients specially designed for inhalation application were systematically investigated at five compression stages. Relative densities predicted from terahertz reflection measurements were correlated to off-line weight measurements of the collected filled capsules. The predictions and the measured weights of the powder in the capsules were in excellent agreement, where the relative density measurements of Lactohale 200 showed the strongest correlation with the respective fill weight (R2=0.995). We also studied how the density uniformity of the powder bed was impacted by the dosing process and the subsequent filling of the holes (with excipient powder), which were introduced in the powder bed after the dosing step. Even though the holes seemed to be filled with new powder (by visual inspection), the relative density in these specific segments were found to clearly differ from the undisturbed powder bed state prior to dosing. The results demonstrate that it is feasible to analyze powder density variations in a rotating container by means of terahertz reflection measurements and to predict the fill weight of collected capsules. Keywords: Powder bulk density, Terahertz technology, PAT, Capsule filling process |
url |
http://www.sciencedirect.com/science/article/pii/S2590156718300045 |
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