Sensitivity analysis of a pharmaceutical tablet production process from the control engineering perspective

被引:9
作者
Rehrl, Jakob [1 ,2 ]
Gruber, Arlin [2 ]
Khinast, Johannes G. [2 ,3 ]
Horn, Martin [1 ]
机构
[1] Graz Univ Technol, Inst Automat & Control, Inffeldgasse 21-B-1, A-8010 Graz, Austria
[2] Res Ctr Pharmaceut Engn GmbH, Inffeldgasse 13, A-8010 Graz, Austria
[3] Graz Univ Technol, Inst Particle & Proc Engn, Inffeldgasse 13-3, A-8010 Graz, Austria
关键词
Sensitivity analysis; Pharmaceutical manufacturing; Dynamic systems; Process modeling; MODEL; COMPACTION; SYSTEMS; DESIGN; OPERATION; PAT;
D O I
10.1016/j.ijpharm.2016.11.064
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
This paper presents a sensitivity analysis of a pharmaceutical direct compaction process. Sensitivity analysis is an important tool for gaining valuable process insights and designing a process control concept. Examining its results in a systematic manner makes it possible to assign actuating signals to controlled variables. This paper presents mathematical models for individual unit operations, on which the sensitivity analysis is based. Two sensitivity analysis methods are outlined: (i) based on the so-called Sobol indices and (ii) based on the steady-state gains and the frequency response of the proposed plant model. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:373 / 382
页数:10
相关论文
共 24 条
[1]  
[Anonymous], 2007, Sensitivity analysis in practice: A guide to assessing scientific models (Reprinted)
[2]   An integrated approach for dynamic flowsheet modeling and sensitivity analysis of a continuous tablet manufacturing process [J].
Boukouvala, Fani ;
Niotis, Vasilios ;
Ramachandran, Rohit ;
Muzzio, Fernando J. ;
Ierapetritou, Marianthi G. .
COMPUTERS & CHEMICAL ENGINEERING, 2012, 42 :30-47
[3]  
Chatterjee S., 2012, IFPAC Annual Meeting
[4]  
Chen Chi-Tsong., 2006, Analog and Digital Control System Design
[5]   Importance measures in global sensitivity analysis of nonlinear models [J].
Homma, T ;
Saltelli, A .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 1996, 52 (01) :1-17
[6]  
Murray R.M., 2006, FEEDBACK SYSTEMS INT
[7]   Sobol' sensitivity analysis of a complex environmental model [J].
Nossent, Jiri ;
Elsen, Pieter ;
Bauwens, Willy .
ENVIRONMENTAL MODELLING & SOFTWARE, 2011, 26 (12) :1515-1525
[8]  
Pandya N, 2008, COMPUT-AIDED CHEM EN, V25, P1143
[9]   A simple and efficient method for global sensitivity analysis based on cumulative distribution functions [J].
Pianosi, Francesca ;
Wagener, Thorsten .
ENVIRONMENTAL MODELLING & SOFTWARE, 2015, 67 :1-11
[10]  
Process Systems Enterprise, 2002, GSOLIDS TABL PRESS M, P1