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Model predictive control of a fixed-bed reactor with nonlinear quality inference

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Abstract

A generic model predictive control framework has been proposed for a fixed-bed reactor with exothermic reaction. The proposed framework can conduct nonlinear inferential control of a product concentration together with linear multivariable control of bed temperatures. In addition, the framework can accommodate the multi-rate sampling and analysis delay caused by the product measurement. Performance of the proposed technique has been demonstrated with a non-adiabatic fixed bed reactor model producing maleic anhydride under various operating scenarios.

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References

  • Aström, K.J. and Wittenmark, B., “Computer Controlled Systems, Theory and Design,” 3rd ed., Prentice-Hall, N. J. (1997).

    Google Scholar 

  • Budman, H. M., Webb, C, Holcomb, T. R. and Morari, M., “Robust Inferential Control for a Packed-bed Reactor,”Ind. Eng. Chem. Res.,31,1665 (1992).

    Article  CAS  Google Scholar 

  • Chen, C. and Sun, C, “Adaptive Inferential Control of Packed-bed Reactors,”Chem. Eng. Sci.,46 (4), 1041 (1991).

    Article  CAS  Google Scholar 

  • Cho, C. K, Chang, K. S. and Cale, T. S., “Thermal Runaway Prevention in Catalytic Packed-bed Reactor by Solid Temperature Measurement and Control,”Korean J. Chem. Eng.,10,195 (1993).

    CAS  Google Scholar 

  • Doyle, F. J., Budman, H. M. and Morari, M., “Linearizing Controller Design for a Packed-bed Reactor Using a Low-order Wave Propagation Model,”Ind. Eng. Chem. Res.,35, 3567 (1996).

    Article  CAS  Google Scholar 

  • Froment, G. F. and Bischoff, K. B., “Chemical Reactor Analysis & Design,” John Wiley & Sons (1979).

  • Hua, X. and Jutan, A., “Nonlinear Inferential Cascade Control of Exothermic Fixed-bed Reactors,”AIChE J.,46(5), 980 (2000).

    Article  CAS  Google Scholar 

  • Hua, X., Mangold, M., Lienle, A. and Gilles, E. D., “State Profile Estimation of an Autothermal Periodic Fixed-bed Reactof,”Chem. Eng. Sci.,53,47 (1998).

    Article  CAS  Google Scholar 

  • Jutan, A, Tremblay, J. P., Macgregor, J. F. and Wright, J. D., “Multivariable Computer Control of a Butane Hydrogenolysis Reactor: Part I, II, and III,”AIChE J.,23(5), 732 (1977).

    Article  CAS  Google Scholar 

  • Kozub, D. J., Macgregor, J. F. and Wright, J. D., “Appilcation of LQ and IMC Controllers to a Packed-bed Reactor,”AIChE J.,33(9), 1496 (1987).

    Article  CAS  Google Scholar 

  • Lee, J. H., Morari, M. and Garda, C. E., “State-space Interpretation of Model Predictive Control,”A UTOMATICA,30, 707 (1994).

    Google Scholar 

  • Lee, K. S., “Design of Computer Control System for a Non-adiabatic Fixed-bed Reactof,” Ph.D. Thesis, Korea Advanced Institute of Science and Technology (1983).

  • Lee, K. S. and Lee, W.-K, “On-line Optimizing Control of a Nonadiabatic Fixed Bed Reactof,”AIChE J.,31(4), 667 (1985).

    Article  CAS  Google Scholar 

  • Overschee, P. V. and Moor, B. D., “N4SID: Subspace Algorithms for the Identification of Combined Deterministic-Stochastic Systems,”AUTOMATICA,30, 75 (1994).

    Article  Google Scholar 

  • Zafiriou, E. and Chiou, H. W, “Output Constraint Softening for SISO Model Predictive Control,”Proc. of ACC, 372 (1993).

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Correspondence to Kwang Soon Lee.

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Chin, I.S., Chung, J.W. & Lee, K.S. Model predictive control of a fixed-bed reactor with nonlinear quality inference. Korean J. Chem. Eng. 19, 213–220 (2002). https://doi.org/10.1007/BF02698404

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  • DOI: https://doi.org/10.1007/BF02698404

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