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Note on describing function analysis of fractional order nonlinear control systems

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Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
This paper presents extensions of some results, obtained for the analysis of classical nonlinear control systems, to the nonlinear fractional order systems. It is shown that the results related to limit cycle prediction using describing function method can be applied to the fractional order plants. The frequency and the amplitude of the limit cycle are used for auto-tuning of the PID controller for nonlinear control systems with fractional order transfer functions. Fractional order control system with parametric uncertainty is also considered for the nonlinear case. On the other hand, a New method is provided for stability margin computation for fractional order nonlinear control system with parametric uncertainty structure using the Nyquist envelopes of the fractional order uncertain plant and the describing function that represents the nonlinearity of the system. Maximum perturbation bounds of the parameters of the fractional order plant are computed. Numerical examples are included to illustrate the methods presented.
Rocznik
Strony
233--255
Opis fizyczny
Bibliogr. 29 poz., rys., tab.
Twórcy
autor
  • Computer Engineering Department, Inonu University, 44280 Malatya, Turkey, 2Electrical and Electronics Engineering Department, Inonu University, 44280 Malatya, Turkey
autor
  • Computer Engineering Department, Inonu University, 44280 Malatya, Turkey, 2Electrical and Electronics Engineering Department, Inonu University, 44280 Malatya, Turkey
Bibliografia
  • 1. ASTROM, K. J. and HAGGLUND, T. (2006) Advanced PID Control. ISAInternational System and Automation Society, NC, USA.
  • 2. ATHERTON, D. P., TAN, N., YEROGLU, C., KAVURAN G. and YUCE, A. (2014) Limit Cycles in Nonlinear Systems with Fractional Order Plants. Machines 2: 176–201.
  • 3. ATHERTON, D. P., TAN, N. and YUCE, A. (2015) Methods for computing the time response of fractional-order systems. IET Control Theory and Applications 9(6): 817–830. DOI: 10.1049/iet cta.2014.0354.
  • 4. BAAB, C. T., COCKBURN, J. C., LATCHMAN, H. A., and CRISALLE, O. D. (2001) Generalization of the Nyquist robust stability margin and its application to systems with real affine parametric uncertainties. International Journal Robust Nonlinear Control 11: 1415–1434.
  • 5. BETTOU, K., CHAREF, A. and MESQUINE, F. (2008) A new design method for fractional PIλDµ controller. IJ-STA 2: 414–429.
  • 6. CAPONETTO, R., DONGOLA, G., FORTUNA, L., and PETRAS, I. (2010) Fractional Order Systems, Modeling and Control Applications. World Scientific Series on Nonlinear Science, Series A. World Scientific Publishing Co. Pte. Ltd.
  • 7. CHEN, Y. Q. and MOORE, K. L. (2005) Relay feedback tuning of robust PID controllers with ISO damping property. IEEE Transaction on Systems, Man and Cybernetics-Part B: Cybernetics 35(1): 23 31.
  • 8. CHEN, Y. Q., MOORE, K. L., VINAGRE, B. M. and PODLUBNY, I. (2004) Robust PID contro ller autotuning with a phase shaper. Proc. of the First IFAC Symposium on Fractional Differentiation and its Applications FDA 2004, Bordeaux, France. IFAC.
  • 9. DATTA, A., BHATTACHARYYA, S. P. and KEEL, L. H. (2009) Linear Control Theory. Structure, Robustness, and Optimization, Chapter 10. CRC Press, Taylor and Francis, Boca Raton, FL, USA.
  • 10. GLAD, T. and LJUNG, L. (2000) Control Theory: Multivariable and Nonlinear Methods. Taylor and Francis, New York, USA.
  • 11. HWANG, C. and CHENG, Y. C. (2006) A numerical algorithm for stability testing of fractional delay systems. Automatica 42: 825–831. KIM, K. and BAE, J. (2006) Constrained simulated annealing for stability margin computation in a time-delay system. International Journal Robust Nonlinear Control 16: 509–517.
  • 12. KHALIL, H. K. (1996) Nonlinear Systems. Prentice Hall, Upper Saddle River, NJ. MALTI, R., VICTOR, S. and OUSTALOUP, A. (2008) Advances in system identification using fractional models. Journal of Computational and Nonlinear Dynamics 3(2):021401-1 021401-7
  • 13. MILLER, K. and ROSS, B. (1993) An Introduction to the Fractional Calculus and Fractional Differential Equations. Wiley-Blackwell, New York.
  • 14. MONJE, C. A., VINAGRE, B. M., FELIU, V., and CHEN, Y. Q. (2006) On auto-tuning of fractional order PIλDµ controllers. FDA 2006, 2nd IFAC Workshop on Fractional Differentiation and its Applications. Porto, Portugal. IFAC, 34–39.
  • 15. MONJE, C. A., VINAGRE, B. M., FELIU, V., and CHEN, Y. Q. (2008) Tuning and auto-tuning of fractional order controllers for industry applications. Control Engineering Practice 16: 798–812.
  • 16. NATARAJ, P. S. V. and KALLA, R. (2008) Computation of spectral sets for uncertain linear fractional order systems using interval constraint propagation. Proc. of the 3rd IFAC Workshop on Fractional Differentiation and its Applications, Ankara, Turkey. (FDA’08). IFAC.
  • 17. NATARAJ, P. S. V. and KALLA, R. (2009) Computation of limit cycles for uncertain nonlinear fractional order systems. Physica Scripta T136: 1–10.
  • 18. NATARAJ, P. S. V. and KALLA, R. (2010) Computation of Stability Margins for Uncertain Linear Fractional-Order Systems. Journal of Dynamic Systems, Measurement, and Control 132(1): 10014502 (6 pages). OGATA, K. (2002) Modern Control Engineering. Prentice Hall, New Jersey Publisher, USA. OLIVEIRA, N., KIENITZ, K., and MISAWA, E. (2006) A describing function approach to limit cycle controller design. American Control Conference, Minnesota, USA. IEEE. 1511–1516.
  • 19. OLDHAM, K. and SPANIER, J. (1974) The Fractional Calculus. Academic Press, New York and London. OUSTALOUP, A., LEVRON, F., MATHIEU, B. and NANOT, F. (2000) Frequency-band complex non integer differentiator: characterization and synthesis. IEEE Transactions on Circuits and Systems 47(1): 25–40.
  • 20. OUSTALOUP, A., SABATIER, J. and LANUSSE, P. (1999) From fraktal. robustness to the Crone control. Fractional Calculus and Applied Analysis. An international journal for theory and applications 2(1): 1 30.
  • 21. OZYETKIN, M. M. and TAN, N. (2009) Integer order approximations of the fractional order transfer functions and PI controller design (in Turkish). Proceedings of TOK09, Istanbul.
  • 22. PODLUBNY, I. (1999) Fractional Differential Equations. Academic Pres, San Diego. ROY, A. and IQBAL, K. (2004) PID controller tuning for the first-order-plusdead-time process model via Hermite-Biehler theorem. ISA Transaction 44(1): 363–378.
  • 23. SABATIER, J., POULLAIN, S., LATTEUX, P., THOMAS, J. L. and OUSTALOUP, A. (2004) Robust Speer control of a low damped electromechanical system based on CRONE control: application to a four mass experimental test bench. Nonlinear Dynamics 38(1): 383–400.
  • 24. SAMKO, S. G., KILBAS, A. A., MARICHEV, O. I. (1993) Fractional Integrals and Derivatives: Theory and applications. Gordon and Breach Science Publishers, USA.
  • 25. TAN, N. and ATHERTON, D. P. (2002) Stability margin computation for nonlinear systems: A parametric approach. 15th Triennial World Congress, Barcelona, Spain. Volume D: Optimal Control, IFAC.
  • 26. VUKIC, Z., KULJACA, L., DONLAGIC, D. and TESNJAK, S. (2003) Nonlinear Control Systems. Marcel Dekker, Inc., NJ.
  • 27. XUE, D., CHEN, Y. Q. and ATHERTON, D. P. (2007) Linear Feedback Control Analysis and Design with MATLAB. SIAM, Philadelphia.
  • 28. YEROGLU, C. and TAN, N. (2009) Development of a Toolbox for Frequency Response Analysis of Fractional Order Control Systems. 19th European Conference on Circuit Theory and Design, Antalya, Turkey. IEEE, 866– 869.
  • 29. YEROGLU, C., OZYETKIN, M. M. and TAN, N. (2010) Frequency Response Computation of Fractional Order Interval Transfer Functions. International Journal of Control, Automation, and Systems 8(5): 1009–1017.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-aaa366aa-4ff2-4eea-95ba-51c853677fef
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