Influence of model validation on proper selection of process models - An industrial case study

Computers and Chemical Engineering

Volumn 29, Issue 7, 2005, Pages 1507-1522

  Hvala, N ^a   Strmcnik S ^a   Sel D ^a   Milanic S ^b   Banko, B ^b  

^a JO EF STEFAN INSTITUTE   (Slovenia)

^b UNIVERSITY OF LJUBLJANA   (Slovenia)

Author keywords

Flexible recipe control; Hydrolysis batch process; Model input error; Model validation; Model based control; Optimisation

Indexed keywords

CONTROL THEORY; DATA REDUCTION; ERROR ANALYSIS; OPTIMIZATION; REACTION KINETICS; TITANIUM DIOXIDE;

BATCH PROCESS; BLACK BOX MODEL; MODEL DESIGN; PROCESS MODELS;

MATHEMATICAL MODELS;

BATCH PROCESS; CONTROL SYSTEM; MODEL ANALYSIS; OPTIMIZATION;

EID: 18844362118     PISSN: 00981354     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compchemeng.2004.11.013     Document Type: Article

References (21)

1. T. Bohlin Interactive system identification: Prospects and pitfalls 1991 Springer-Verlag
2. H. Bossel Modeling and simulation 1994 Verlag Vieweg Wiesbaden
3. R. Cameron, R.L. Marcos, and C. de Prada Model validation of discrete transfer functions using the distortion method Mathematical and Computer Modelling of Dynamical Systems 4 1998 58 72
4. G.C. Goodwin Inverse problems with constraints Proceedings of the 15th triennial world congress of the international federation of automatic control Barcelona, Spain 2002
5. G.J. Gray, and W. von Grunhagen An investigation of open-loop and inverse simulation as nonlinear model validation tools for helicopter flight mechanics Mathematical and Computer Modelling of Dynamical Systems 4 1998 32 57
6. N.A. Kheir Systems modelling and computer simulation 1988 Marcel Dekker New York
7. L. Ljung System identification 1999 Prentice-Hall, Inc. Englewood Cliffs
8. D.J. Murray-Smith Continuous system simulation 1995 Chapman & Hall London
9. D.J. Murray-Smith Methods for the external validation of continuous system simulation models: A review Mathematical and Computer Modelling of Dynamical Systems 4 1998 5 31
10. D.J. Murray-Smith The inverse simulation approach: A focused review of methods and applications Mathematics and Computers in Simulation 53 2000 239 247
11. F. Neelamkavil Computer simulation and modelling 1987 John Wiley & Sons Chichester
12. M.E. Qureshi, S.R. Harrison, and M.K. Wegener Validation of multicriteria analysis models Agricultural Systems 62 1999 105 116
13. J.E. Rijnsdorp Integrated process control and automation 1991 Elsevier Science Amsterdam
14. A.P. Sage Validation D.P. Atherton P. Borne Concise encyclopaedia of modelling and simulation 1992 Pergamon Press Oxford 477 488
15. E. Santacesaria, M. Tonello, G. Storth, R.C. Pace, and S. Carra Kinetics of titanium dioxide precipitation by thermal hydrolysis Journal of Colloid and Interface Science 11 1 1986 44 53
16. D. Šel, N. Hvala, S. Strmčnik, S. Milanič, and B. Šuk-Lubej Experimental testing of flexible recipe control based on a hybrid model Control Engineering Practice 7 10 1999 1191 1208
17. H. Thiel Economic forecasting and policy 1970 North-Holland Amsterdam
18. Z. Verwater-Lukszo A practical approach to recipe improvement and optimization in the batch processing industry Computers in Industry 36 1998 279 300
19. S. Weisberg Applied linear regression 1985 John Wiley & Sons New York
20. X. Zhou A new method with high confidence for validation of computer simulation models for flight systems Chinese Journal of Systems Engineering and Electronics 4 1993 43 52
21. M. Žele, D. Juričič, S. Strmčnik, and D. Matko A probabilistic measure for model purposiveness in identification for control International Journal of Systems Science 29 1998 653 662