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The PID Controller for Predictive control Algorithm

예측제어기법을 이용한 PID 제어기 설계

  • Published : 2005.01.01

Abstract

This paper is concerned with the design of a predictive PID controller which has similar features to the model-based predictive controller. A PID type control structure is defined, which includes prediction of the outputs and the recalculation of new set points using the future set point data. The optimal values of the PID gains are precalculated using the values of gains calculated from an unconstrained generalized predictive control algorithm. Simulation studies demonstrate the performance of the proposed controller and the results are compared with the conventional PID and fuzzy control algorithms.

Keywords

References

  1. J. G. Ziegler, and N.B.Nichols, 'Optimum setting for automatic controllers', Trans. ASME 64,759-768
  2. G. H. Cohen and G. A. Coon, 'Theoretical consideration of retarded control', Trans. ASME 75, 827-834, 1953
  3. K. J. Astrom. and T. Hagglund, 'Automatic tuning of PID controllers', Instrument Society of America, Research Triangle Park, NC
  4. K. J. Astrom, and T. Hagglund, 'PID controllers: theory, design and tuning', Instrument Society of America, Research Triangle Park, NC, USA 1995
  5. D. W. Clarke, C. Mohtadi and P. S. Tuffs, 'Generalised predictive Control', I & Il Automatica, 23(2): 137-160, 1987 https://doi.org/10.1016/0005-1098(87)90087-2
  6. D. W. Clarke, and R. Scattolini, 'Constrained receiding-horizon predictive control', lEE Proceedings Part D, vol. 138, no. 4, July, pp. 347-354, 1991
  7. D. E. Rivera, S. Skogestad and M. Morari, 'Internal model control 4. PID controller design', Ind. Eng Chem. Proc. Des & Dev, 25, pp. 252-265, 1986 https://doi.org/10.1021/i200032a041
  8. I. L Chien, 'IMC-PID controller design-An extension', IFAC Proceeding Series, 6, pp. 147-152,1988
  9. M. Morari, and E. Zafiriou, 'Robust process control', Prentice Hall, 1989
  10. Q. G. Wang, C. C. Hang and X. P. Yang, 'Single -loop controller design via IMC principles', In Proceeding Asian Control Conf. Shanghai, P. R. China, 2000
  11. K. J. Astrom T. Hagglund, C. C. Hang, and W. K. Ho, 'Automatic tuning and adaptation for PID controllers- a survey', Control Engineering Practice, vol. 1, pp. 699-714, 1993 https://doi.org/10.1016/0967-0661(93)91394-C
  12. R. Gorez, and G. Calcev, 'A survey of PID auto-tuning methods', Proc. 11th Conference on Control Systems and Computer Science, vol. 1. pp. 18-27, 1997
  13. R. Marques, and M. Fliess, 'From PID to model predictive control a flatness-based approach', IFAC Workshop PID'00, Spain pp 534-539, 2000
  14. I. Rusnak, 'Generalized PID controllers', the 7th IEEE mediterranean conference on controller & automation. MED 99 Haifa, Israel, 1999
  15. I. Rusnak, 'The generalized PID controllers and its application to control of ultrasonic and electric motors', lFAC Workshop PlD'00, Spain pp. 125-130,2000
  16. K. K. Tan, T. H. Lee, S. N. Huang and F. M. Leu, 'PID control design based on a GPC approach', Personal communication, 2000
  17. K. K. Tan, Q-G. Wang and C. C. Hang, 'Advances in PID control', Springer Verlag London, ISBN-1-852333-138-0, 1999
  18. E. F. Camacho, and C. Bordons, 'Model predictive control', Springer-Verlag London, 1999
  19. D. W. Clarke, C. Mohtadi and P. S. Tuffs, 'Generalized predictive control', I&II. Automatica, 23(2): 137-160, 1987 https://doi.org/10.1016/0005-1098(87)90087-2
  20. K. M.-S, 'A Study on the control of SMA actuator for smart catheter', Dong-A University Pusan Korea
  21. M. R, Katebi, M. H. Moradi and M. A. Johnson, 'Controller tuning methods for industrial boilers', lECON, Nagoya, JAPAN 2000 https://doi.org/10.1109/IECON.2000.972336
  22. M. R. Katebi, and M. H. Moradi, 'Predictive PID controllers', Submitted to lEE Control Application, Part D, 2001 https://doi.org/10.1049/ip-cta:20010786
  23. B. Kouvaritakis, and J. A. Rossiter, 'Constrained stable generalized predictive control', Proc. lEE Pt-D, 140(4): 243-254, 1993
  24. Levine, W, 'The control handbook press', 1996
  25. 김종식, '선형 제어시스템 공학.'
  26. M. H. Moradi, and M. R. Katebi, 'Predictive PID control for autopilot design', IFAC CAMS 2001, Glasgow, Scotland, UK
  27. D. W. Clarke, C. Mohtadi and P. S. Tuffs, 'Generalised predictive Control', I & Il Automatica, 23(2): 137-160, 1987 https://doi.org/10.1016/0005-1098(87)90088-4
  28. D. W. Clarke, C. Mohtadi and P. S. Tuffs, 'Generalized predictive control', I&II. Automatica, 23(2): 137-160, 1987 https://doi.org/10.1016/0005-1098(87)90088-4