Skip to main content
Log in

Use of an Extended Kalman Filter and development of an automated system for xylose fermentation by a recombinantEscherichia coli

  • Published:
Journal of Industrial Microbiology

Summary

An automated system was developed for on-line monitoring and control of xylose fermentation by a recombinantEscherichia coli. A 7-L fermenter was interfaced with a personal computer. Control circuits were constructed and a software was developed to estimate the states of the fermentation using an Extended Kalman Filter. The automated system combined with the Extended Kalman Filter provided a satisfactory way to obtain on-line information regarding estimation of fermentation parameters.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Bellgardt, K.H., W.I. Kuhlmann, H.D. Meyer, K. Schugerl and M. Thoma. 1986. Application of an extended Kalman filter for state estimation of a yeast fermentation. IEEE Proc. 133 (5): 226–234.

    Google Scholar 

  2. Ingram, L.O., T. Conway, D.P. Clark, G.W. Sewell and J.F. Preston. 1987. Genetic engineering of ethanol production inEscherichia coli. Appl. Environ. Micribiol. 53: 2420–2425.

    Google Scholar 

  3. Ollis, D.F. 1983. A simple batch fermentation model: theme and variation. Ann. New York Acad. Sci. 413: 144–157.

    Google Scholar 

  4. San, K.Y. and G. Stephanopoulos. 1984. Studies on on-line bioreactor identification. I. Theory. Biotechnol. Bioeng. 26: 1176–1188.

    Google Scholar 

  5. Yatawara, N., B. Abraham and J.F. MacGregor. 1991. A kalman filter in the presence of outliers. Commun. in Statist.—Theory Meth. 20(5): 1803–1820.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Hilaly, A.K., Karim, M.N. & Linden, J.C. Use of an Extended Kalman Filter and development of an automated system for xylose fermentation by a recombinantEscherichia coli . Journal of Industrial Microbiology 13, 83–89 (1994). https://doi.org/10.1007/BF01584103

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF01584103

Key words

Navigation