DATA-DRIVEN STRUCTURED MODELING OF A BIOTECHNOLOGICAL FED-BATCH FERMENTATION BY MEANS OF GENETIC PROGRAMMING

Authors
MARENBACH P BETTENHAUSEN KD FREYER S NIEKEN U RETTENMAIER H
Citation
P. Marenbach et al., DATA-DRIVEN STRUCTURED MODELING OF A BIOTECHNOLOGICAL FED-BATCH FERMENTATION BY MEANS OF GENETIC PROGRAMMING, Proceedings of the Institution of Mechanical Engineers. Part I, Journal of systems and control engineering, 211(5), 1997, pp. 325-332
Citations number
12
Journal title
Proceedings of the Institution of Mechanical Engineers. Part I, Journal of systems and control engineering → ACNP
ISSN journal
09596518
Volume
211
Issue
5
Year of publication
1997
Pages
325 - 332
Database
ISI
SICI code
0959-6518(1997)211:5<325:DSMOAB>2.0.ZU;2-G
Abstract
This paper describes an approach for data-driven generation of structu red models of complex and unknown processes by means of genetic progra mming. The basic approach which is used to generate and to modify symb olic model descriptions represented as block diagrams is introduced an d an application for modelling of an industrial biotechnological fed-b atch fermentation process is presented.