liu.seSearch for publications in DiVA
Change search
ReferencesLink to record
Permanent link

Direct link
Integration of distributed multi-analyzer monitoring and control in bioprocessing based on a real-time expert system
Linköping University, The Institute of Technology. Linköping University, Department of Physics, Chemistry and Biology, Biotechnology .
2003 (English)In: Journal of Biotechnology, ISSN 0168-1656, Vol. 103, no 3, 237-248 p.Article in journal (Refereed) Published
Abstract [en]

A computer system solution for integration of a distributed bioreactor monitoring and control instrumentation on the laboratory scale is described. Bioreactors equipped with on-line analyzers for mass spectrometry, near-infrared spectroscopy, electrochemical probes and multi-array gas sensors and their respective software were networked through a real-time expert systems platform. The system allowed data transmission of more than 1800 different signals from the instrumentation, including signals from gas sensors, electrodes, spectrometer detectors, balances, flowmeters, etc., and were used for processing and carrying out a number of computational tasks such as partial least-square regression, principal component analysis, artificial neural network modelling, heuristic decision-making and adaptive control. The system was demonstrated on different cultivations/fermentations which illustrated sensor fusion control, multivariate statistical process monitoring, adaptive glucose control and adaptive multivariate control. The performance of these examples showed high operational stability and reliable function and meet typical requirements for production safety and quality. © 2003 Elsevier B.V. All rights reserved.

Place, publisher, year, edition, pages
2003. Vol. 103, no 3, 237-248 p.
Keyword [en]
Bioreactor monitoring, Fermentation control, Knowledge-based expert system, Multi-analyzers
National Category
Engineering and Technology
URN: urn:nbn:se:liu:diva-46519DOI: 10.1016/S0168-1656(03)00121-4OAI: diva2:267415
Available from: 2009-10-11 Created: 2009-10-11 Last updated: 2011-01-13

Open Access in DiVA

No full text

Other links

Publisher's full text

Search in DiVA

By author/editor
Mandenius, Carl-Fredrik
By organisation
The Institute of TechnologyBiotechnology
In the same journal
Journal of Biotechnology
Engineering and Technology

Search outside of DiVA

GoogleGoogle Scholar
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

Altmetric score

Total: 32 hits
ReferencesLink to record
Permanent link

Direct link