Model discrimination and parameter identification by an experimental design strategy

被引：0

作者：

Takors, R ^{[1
]}

Weuster-Botz, D ^{[1
]}

Wiechert, W ^{[1
]}

Wandrey, C ^{[1
]}

机构：

[1] Forschungszentrum Julich, Inst Biotechnol, D-52425 Julich, Germany

来源：

COMPUTER APPLICATIONS IN BIOTECHNOLOGY 1998 | 1998年

关键词：

kinetic modeling; optimal experiment design; model discrimination;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

An experimental design concept for the discrimination of unstructured models and for the identification of model parameters is presented. Using the anaerobic bacterium Zymomonas mobilis the quality of this design is shown by simulations. In case of well-known kinetic modeling approaches a D-optimal design strategy for steady-state fermentations is presented. This sequential experimental design was applied for the identification of macrokinetics of the methylotrophic yeast Candida boidinii. Nutristatic process control is used for the realization of precalculated operating points. Copyright (C) 1998 IFAC.

引用

页码：73 / 78

页数：6

共 50 条

[1] Experimental design for the identification of macrokinetic models and model discrimination
Takors, R
Wiechert, W
WeusterBotz, D
BIOTECHNOLOGY AND BIOENGINEERING, 1997, 56 (05) : 564 - 576
[2] Solute transport in unsaturated soil: Experimental design, parameter estimation, and model discrimination
Ellsworth, TR
Shouse, PJ
Skaggs, TH
Jobes, JA
Fargerlund, J
SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 1996, 60 (02) : 397 - 407
[3] Experimental design for the joint model discrimination and precise parameter estimation through information measures
Alberton, Andre L.
Schwaab, Marcio
Nery Lobao, Marcos Wandir
Pinto, Jose Carlos
CHEMICAL ENGINEERING SCIENCE, 2011, 66 (09) : 1940 - 1952
[4] Optimal Experimental Design for Model Discrimination
Myung, Jay I.
Pitt, Mark A.
PSYCHOLOGICAL REVIEW, 2009, 116 (03) : 499 - 518
[5] Experimental design for model discrimination of thermodynamic models
Dariva, C
Oliveira, JV
Pinto, JC
FLUID PHASE EQUILIBRIA, 1998, 146 (1-2) : 35 - 50
[6] PARAMETER IDENTIFICATION OF LUGRE FRICTION MODEL: EXPERIMENTAL SET-UP DESIGN AND MEASUREMENT
Sun, Yun-Hsiang
Chen, Tao
Shafai, Cyrus
PROCEEDINGS OF THE ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, 2015, VOL 4A, 2016,
[7] DIFFICULTIES IN THE APPLICATION OF SEQUENTIAL EXPERIMENTAL-DESIGN TO KINETIC-MODEL DISCRIMINATION AND PARAMETER-ESTIMATION
PETROV, LA
ELIYAS, AE
MAXIMOV, CS
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 1991, 30 (04) : 639 - 645
[8] Aeroelastic model design using parameter identification
U.S. Air Force Wright Lab, Wright-Patterson Air Force Base, United States
J Aircr, 1 (198-202):
[9] Aeroelastic model design using parameter identification
French, M
Eastep, FE
JOURNAL OF AIRCRAFT, 1996, 33 (01): : 198 - 202
[10] An efficient design for model discrimination and parameter estimation in linear models
Biswas, A
Chaudhuri, P
BIOMETRIKA, 2002, 89 (03) : 709 - 718

← 1 2 3 4 5 →