Skip to main content

Non-linear Model Predictive Control of the Hashimoto Simulated Moving Bed Process

  • Chapter
Assessment and Future Directions of Nonlinear Model Predictive Control

Part of the book series: Lecture Notes in Control and Information Sciences ((LNCIS,volume 358))

Abstract

In recent years, continuous Chromatographic processes have been established as an efficient separation technology in industry, especially when temperature sensitive components or species with similar thermodynamic properties are involved. In SMB processes, a counter-current movement of the liquid and the solid phases is achieved by periodically switching the inlet and the outlet ports in a closed loop of Chromatographic columns. The integration of reaction and separation in one single plant is a promising approach to overcome chemical or thermodynamic equilibria and to increase process efficiency. Reactive Chromatographie SMB processes in which the columns are packed with catalyst and adsorbent have been proposed and demonstrated successfully. However, a full integration often is not efficient because in the columns in the separating zones, the catalyst is not used or even counterproductive. By placing reactors between the separation columns at specific positions around the feed port, a more efficient process, the Hashimoto SMB process, is established. In this contribution, a non-linear predictive control concept for the Hashimoto SMB process is presented. The controller computes optimal control variables (flow rates and the switching time) to optimize an economic objective over a moving horizon. The purity requirements of the product streams are implemented as constraints and not as controlled variables. The optimization-based controller is combined with a scheme to estimate selected model parameters in order to reduce the influence of the inevitable model errors. Simulative results are presented for the example of the racemization of Tröger’s base.

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

Access this chapter

eBook
USD 16.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Hashimoto, K., Adachi, S., Noujima, H. and Ueda, Y., “A New Process Combining Adsorption and Enzyme Reaction for Producing Higher-Fructose Syrup”, Biotechnology and Bioengineering, Vol. 25, pp. 2371–2393, (1983).

    Article  Google Scholar 

  2. Hashimoto, K., Adachi, S. and Shirai, Y., “Development of a new bioreactors of a simulated moving-bed type”, in Ganetsos G. & Barker P. (eds.), Preparative and Production Scale Chromatography, Marcel Dekker, New-York, pp. 395–417, (1993).

    Google Scholar 

  3. Engell, S. and Toumi, A., “Optimization and Control of Chromatography”, Computers and Chemical Engineering, Vol. 29, pp. 1243–1252, (2005).

    Article  Google Scholar 

  4. Toumi, A., Diehl, M., Engell, S., Bock, H. G. and Schiöder, J., “Finite horizon optimizing of control advanced SMB Chromatographic processes”, IFAC World Congress, Fr-M06-TO/2, (2005).

    Google Scholar 

  5. Erdem, G., Abel, S., Morari, M. and Mazzotti, M., “Automatic control of simulated beds”, Ind. and Eng. Chem. Res., Vol. 43, No. 2, pp. 405–421, (2004).

    Article  Google Scholar 

  6. Erdem, G., Abel, S., Morari, M. and Mazzotti, M., “Automatic Control of simulated moving beds-II: Nonlinear Iso-therms”, Ind. and Eng. Chem. Res., Vol. 43, No. 14, pp. 3895–3907, (2004).

    Article  Google Scholar 

  7. Toumi, A. and Engell, S., “Optimal operation and control of a reactive simulated moving bed process”, in Allgöwer, F. & Gao, F. (eds.), 7th IFAC International Symposium on Advanced Control of Chemical Processes, Hongkong, pp. 243–248, (2004).

    Google Scholar 

  8. Toumi, A. and Engell, S., “Optimization-based control of a reactive simulated moving bed process for glucose isomerization”, Chemical Engineering Science, Vol. 59, pp. 3777–3792, (2004).

    Article  Google Scholar 

  9. Gu, T., “Mathematical Modelling and Scale Up of Liquid Chromatography”, Springer Verlag, New York, (1995).

    Google Scholar 

  10. Küpper, A. and Engell, S., “Parameter and State Estimation in Chromatographic SMB Processes with Individual Columns and Nonlinear Adsorption Isotherms”, to be presented at IFAC ADCHEM, (2006).

    Google Scholar 

  11. Borren, T., Fricke, J. and Schmidt-Traub, H., “Reactive liquid chromatography”, in Schmidt-Traub, H. & Górak, A. (eds.), Process Intensification by Integrated Reaction and Separation Operation, in preparation, Springer Verlag, Berlin (2006).

    Google Scholar 

  12. Chung, S. and Wen, C, “Longitudinal diffusion of liquid flowing through fixed and fluidized beds”, AIChE Journal, Vol. 14, pp. 875–866, (1968).

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2007 Springer-Verlag Berlin Heidelberg

About this chapter

Cite this chapter

Küpper, A., Engell, S. (2007). Non-linear Model Predictive Control of the Hashimoto Simulated Moving Bed Process. In: Findeisen, R., Allgöwer, F., Biegler, L.T. (eds) Assessment and Future Directions of Nonlinear Model Predictive Control. Lecture Notes in Control and Information Sciences, vol 358. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-72699-9_39

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-72699-9_39

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-72698-2

  • Online ISBN: 978-3-540-72699-9

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics