Effects of process parameters on tablet critical quality attributes in continuous direct compression: a case study of integrating data-driven statistical models and mechanistic compaction models

2020 ◽  
Vol 25 (10) ◽  
pp. 1204-1215 ◽  
Author(s):  
Zhuangrong Huang ◽  
Shaun C. Galbraith ◽  
Bumjoon Cha ◽  
Huolong Liu ◽  
Seoyoung Park ◽  
...  
2017 ◽  
Vol 43 (6) ◽  
pp. 911-916 ◽  
Author(s):  
Michał Teżyk ◽  
Emilia Jakubowska ◽  
Kasylda Milczewska ◽  
Bartłomiej Milanowski ◽  
Adam Voelkel ◽  
...  

2012 ◽  
Vol 2012 ◽  
pp. 1-10 ◽  
Author(s):  
Jelena Djuriš ◽  
Djordje Medarević ◽  
Marko Krstić ◽  
Ivana Vasiljević ◽  
Ivana Mašić ◽  
...  

The aim of this study was to optimize fluid bed granulation and tablets compression processes using design space approach. Type of diluent, binder concentration, temperature during mixing, granulation and drying, spray rate, and atomization pressure were recognized as critical formulation and process parameters. They were varied in the first set of experiments in order to estimate their influences on critical quality attributes, that is, granules characteristics (size distribution, flowability, bulk density, tapped density, Carr's index, Hausner's ratio, and moisture content) using Plackett-Burman experimental design. Type of diluent and atomization pressure were selected as the most important parameters. In the second set of experiments, design space for process parameters (atomization pressure and compression force) and its influence on tablets characteristics was developed. Percent of paracetamol released and tablets hardness were determined as critical quality attributes. Artificial neural networks (ANNs) were applied in order to determine design space. ANNs models showed that atomization pressure influences mostly on the dissolution profile, whereas compression force affects mainly the tablets hardness. Based on the obtained ANNs models, it is possible to predict tablet hardness and paracetamol release profile for any combination of analyzed factors.


2017 ◽  
Vol 19 (6) ◽  
pp. 1826-1841 ◽  
Author(s):  
Sumit K. Singh ◽  
Deepak Kumar ◽  
Anurag S. Rathore

2017 ◽  
Vol 59 ◽  
pp. 231-243 ◽  
Author(s):  
Céline Martin ◽  
Éric Olmos ◽  
Marie-Laure Collignon ◽  
Natalia De Isla ◽  
Fabrice Blanchard ◽  
...  

2015 ◽  
Vol 80 (7) ◽  
pp. S1574-S1582 ◽  
Author(s):  
Wisdom Wardy ◽  
Amporn Sae-Eaw ◽  
Sujinda Sriwattana ◽  
Hong Kyoon No ◽  
Witoon Prinyawiwatkul

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