Marenbach, Peter ; Bettenhausen, Kurt Dirk ; Tolle, Henning (2023)
Methods for a Transparent Development and Optimization of Biotechnological Processes.
In: IFAC Proceedings Volumes, 1996, 29 (1)
doi: 10.26083/tuprints-00023336
Article, Secondary publication, Publisher's Version
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| Item Type: | Article |
|---|---|
| Type of entry: | Secondary publication |
| Title: | Methods for a Transparent Development and Optimization of Biotechnological Processes |
| Language: | English |
| Date: | 2023 |
| Place of Publication: | Darmstadt |
| Year of primary publication: | 1996 |
| Publisher: | IFAC - International Federation of Automatic Control |
| Journal or Publication Title: | IFAC Proceedings Volumes |
| Volume of the journal: | 29 |
| Issue Number: | 1 |
| DOI: | 10.26083/tuprints-00023336 |
| Corresponding Links: | |
| Origin: | Secondary publication service |
| Abstract: | The article at hand describes an integrating system for the intelligent control of complex bio technological processes including automatic modelling and model based control strategy generation. Starting with a summary of previously achieved results, some new approaches that provide better transparency to process engineers and operators are discussed. This includes aspects of self-organizing generation of structured dynamic nonlinear process models based upon the ideas of genetic programming as well as the transparent generation of fuzzy rules in a particular NeuroFuzzy approach. The latter is used for the classification of physiological states during batch and fed-batch fermentations and for the long time strategy generation to optimize the achievable product yield. |
| Uncontrolled Keywords: | Biotechnology, Process control, Fuzzy systems, Learning control, Genetic algorithms |
| Status: | Publisher's Version |
| URN: | urn:nbn:de:tuda-tuprints-233360 |
| Additional Information: | Zugl. Konferenzveröffentlichung: 13th World Congress of IFAC, 30.06.-05.07.1996, San Francisco, USA |
| Classification DDC: | 600 Technology, medicine, applied sciences > 620 Engineering and machine engineering |
| Divisions: | 18 Department of Electrical Engineering and Information Technology > Institut für Automatisierungstechnik und Mechatronik > Control Methods and Intelligent Systems |
| Date Deposited: | 08 Mar 2023 14:12 |
| Last Modified: | 10 Aug 2023 12:50 |
| URI: | https://tuprints.ulb.tu-darmstadt.de/id/eprint/23336 |
| PPN: | 508131006 |
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