Skip to main content

Stabilization of T–S Fuzzy Systems with Constrained Controls

  • Chapter
  • First Online:
Advanced Takagi‒Sugeno Fuzzy Systems

Part of the book series: Studies in Systems, Decision and Control ((SSDC,volume 8))

  • 1180 Accesses

Abstract

This chapter deals with the extension of the positive invariance approach to nonlinear systems modeled by Takagi–Sugeno fuzzy systems. The saturations on the control signal are taken into account during the design phase. Sufficient conditions of asymptotic stability are given ensuring at the same time that the control is always admissible inside the corresponding polyhedral set. Both a common Lyapunov function and piecewise Lyapunov function are used.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 169.99
Price excludes VAT (USA)
  • Durable hardcover 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

References

  1. Takagi T, Sugeno M (1985) Fuzzy identification of systems and its application to modeling and control. IEEE Trans Syst Man Cybernetics 15:116–132

    Article  MATH  Google Scholar 

  2. Wang HO, Tanaka K, Griffin MF (1996) An approach to fuzzy control of nonlinear systems: stability and design issues. IEEE Trans Fuzzy Syst 4:14–23

    Article  Google Scholar 

  3. Chang WJ, Huang WH, Ku CC (2011) Robust fuzzy control for discrete perturbed time-delay affine Takagi-Sugeno fuzzy models. Int J Cont Aut Syst 9:86–97

    Google Scholar 

  4. EL Hajjaji A, Benzaouia A, Naib M (2006) Stabilization of fuzzy systems with constrained controls by using positively invariant sets. Math Prob Eng 2006:1–17 (Article ID. 013832)

    Google Scholar 

  5. Lee DH, Park JB, Joo YH, Lin KC, Ham CH (2010) Robust \(H_\infty \) control for uncertain nonlinear active magnetic bearing systems via Takagi-Sugeno fuzzy models. Int J Control Autom Syst 8:636–646

    Article  Google Scholar 

  6. Nachidi M, Tadeo F, Hmamed A, Benzaouia A (2007) Static output-feedback stabilization for time-delay Takagi-Sugeno fuzzy systems. In: 46th conference decision control, New Orleans-LA, USA, 12–14 Dec 2007, pp 1634–1639

    Google Scholar 

  7. Nachidi M, Benzaouia A, Tadeo F, Ait Rami M (2008) LMI-based approach for output feedback stabilization for discrete-time Takagi-Sugeno systems. IEEE Trans Fuzzy Syst 16:1188–1196

    Google Scholar 

  8. Wang LK, Liu XD (2010) Robust \(H_\infty \) fuzzy control for discrete-time nonlinear systems. Int J Cont Auto Syst 8:118–126

    Google Scholar 

  9. Benzaouia A, Burgat C (1988) Regulator problem for linear discrete-time systems with non symmetrical constrained control. Int J Control 48:2441–2451

    Article  MATH  MathSciNet  Google Scholar 

  10. Benzaouia A, Hmamed A (1993) Regulator problem for linear continuous-time systems with nonsymmetrical constrained control. IEEE Trans Aut Control 38:1556–1560

    Article  MATH  MathSciNet  Google Scholar 

  11. Benzaouia A (2012) Saturated switching systems. Springer, SLNC, New York

    Book  Google Scholar 

  12. Blanchini F (1999) Set invariance in control. Automatica 35:1747–1767

    Article  MATH  MathSciNet  Google Scholar 

  13. Mesquine F, Tadeo F, Benzaouia A (2004) Regulator problem for linear systems with constraints on the control and its increments or rate. Automatica 40:1378–1395

    Article  MathSciNet  Google Scholar 

  14. Benzaouia A, El Hajjaji A, Naib M (2006) Stabilization of a class of constrained non linear systems by fuzzy control. IJICIC 2:49–760

    Google Scholar 

  15. Benzaouia A, Tadeo F, Mesquine F (2006) The regulator problem for linear systems with saturations on the control and its increments or rate: an LMI approach. IEEE Trans Circuits Syst I fundam Theory Appl 53:2681–2691

    Google Scholar 

  16. Hu T, Lin Z, Chen BM (2002) An analysis and design method for linear systems subject to actuator saturation and disturbance. Automatica 38:351–359

    Article  MATH  Google Scholar 

  17. Cao YY, Lin Z (2003) Robust stability analysis and fuzzy-scheduling control for nonlinear systems subject to actuator saturation. IEEE Trans Fuzzy Syst 11:57–67

    Google Scholar 

  18. Benzaouia A, Baddou A (1999) Piecewise linear constrained control for continuous-time systems. IEEE Trans Aut Control 44:1477–1481

    Article  MATH  MathSciNet  Google Scholar 

  19. Cao SG, Rees NW, Feng G (1996a) Stability analysis and design for a class of continuous-time fuzzy control systems. Int J Control 64:1069–1088

    Article  MATH  MathSciNet  Google Scholar 

  20. Johansson M, Rantzer A, Arzen KE (1999) Piecewise quadratic stability of fuzzy systems. IEEE Trans Fuzzy Syst 7:713–722

    Article  Google Scholar 

  21. Benzaouia A, Gounane S, Tadeo F, EL Hajjaji A (2011) Stabilization of saturated discrete-time fuzzy systems. Int J Control Autom Syst 9:581–587

    Google Scholar 

  22. Naib M (2006) Commande Contrainte des Systèmes Dynamique par la Logique Floue et la Norme \(l_1\). PhD Thesis of University Cadi Ayyad, Marrakesh, Morocco

    Google Scholar 

  23. Benzaouia A (2002) Further results on the saturated controller design for linear continuous-time systems. In: Mediterranean Conference on Control and Automation, Lisbon, Portugal, 9–13 July 2002

    Google Scholar 

  24. Benzaouia A (1994) The resolution of equation \(XA + XBX = HX\) and the pole assignment problem. IEEE Trans Aut Control 39:2091–2095

    Article  MATH  MathSciNet  Google Scholar 

  25. Porter B (1977) Eigenvalue assignment in linear multivariable systems by output feedback. Int J Control 25:483–490

    Article  MATH  Google Scholar 

  26. Gutman PO, Hagander P (1985) A new design of constrained controllers for linear systems. IEEE Trans Aut Control 30:22–33

    Article  MATH  MathSciNet  Google Scholar 

  27. Hindi H, Boyd S (1998) Analysis of linear systems with saturating using convex optimization. In: Proceeding of \(37^{th}\) IEEE conference decision control, Florida-Tampa, USA, 16–18 Dec 1998, pp 903–908

    Google Scholar 

  28. Wang Y, Li S, Cao Y, Sun Y, Shou T (2006) Invariant approximations and disturbance attenuation for constrained linear discrete-time systems. Int J Inf Technol 12:88–96

    Google Scholar 

  29. De Olivera MC, Skelton RE (2001) Stability tests for constrained linear systems. In: Perspective in robust control. Springer, LNCIS, Berlin, pp 241–257

    Google Scholar 

  30. Boyd SP, EL Ghaoui L, Feron E, Balakrishnan V (1994) Linear matrix inequalities in system and control theory. SIAM, Philadelphia

    Google Scholar 

  31. Tanaka K, Sano M (1994) A robust stabilization problem of fuzzy control systems and its application to backing up control of a truck-trailer. IEEE Trans Fuzzy Syst 2:119–134

    Article  Google Scholar 

  32. Bentalba S, El Hajjaji A (1999) Parking controller design for vehicle dynamics using fuzzy logic. J Aut Control A 40:26–29

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Abdellah Benzaouia .

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer International Publishing Switzerland

About this chapter

Cite this chapter

Benzaouia, A., El Hajjaji, A. (2014). Stabilization of T–S Fuzzy Systems with Constrained Controls. In: Advanced Takagi‒Sugeno Fuzzy Systems. Studies in Systems, Decision and Control, vol 8. Springer, Cham. https://doi.org/10.1007/978-3-319-05639-5_2

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-05639-5_2

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-05638-8

  • Online ISBN: 978-3-319-05639-5

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics