Skip to main content

Stabilization of Discrete-Time T–S Fuzzy Positive Systems with Multiple Delays

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

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

Abstract

This chapter deals with the problem of stabilization by state feedback control of Takagi–Sugeno (T–S) fuzzy discrete-time systems with multiple fixed delays while imposing positivity in closed-loop. The results are presented under the linear Programming (LP) form. In particular, the synthesis of state feedback controllers is first solved in terms of LP for unbounded control case. The obtained result is then extended to the stabilization problem by nonnegative control and stabilization by bounded control. The stabilization conditions are derived using the single Lyapunov–Krasovskii Functional (LKF). An example of a real plant is studied to show the advantages of the design procedure. To show the merit of the proposed method, a comparison between LP and LMI approaches is presented upon a second example.

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. Farina L, Rinaldi S (2000) Positive linear systems: theory and applications. Wiley, New York

    Book  Google Scholar 

  2. Ait Rami M, Tadeo F (2007) Controller synthesis for positive linear systems with bounded controls. IEEE Trans Syst Circuits II 54:151–155

    Google Scholar 

  3. Hmamed A, Benzaouia A, Tadeo F, Ait Rami M (2008) Memoryless control of delayed continuous-time systems within the nonnegative orthant. In: Proceedings of world congress IFAC, Seoul, Korea, 6–11 July, pp 3934–3939

    Google Scholar 

  4. Kaczorek T (2002) Positive 1D and 2D systems. Springer, New York

    Google Scholar 

  5. Kaczorek T (2009) Stability of positive continuous-time linear systems with delays. Bulletin of the polish academy of sciences. Tech Sci 57:395–398

    Google Scholar 

  6. Benzaouia A, Hmamed A EL Hajjaji A (2010) Stabilization of controlled positive discrete-time T-S fuzzy systems by state feedback control. Int J Adapt Control Signal Process 24:1091–1106

    Google Scholar 

  7. Benzaouia A, EL Hajjaji A (2011) Delay-dependent stabilization conditions of controlled positive T-S fuzzy systems with time varying delay. IJICIC 7:1533–1548

    Google Scholar 

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

    Book  Google Scholar 

  9. Benzaouia A, Oubah R (2014) Stability and stabilization by output feedback control of positive Takagi-Sugeno fuzzy discrete-time systems with multiple delays. Nonlinear Anal Hybrid Syst 11(1):154–170

    Article  MathSciNet  Google Scholar 

  10. Benzaouia A, Oubah R, EL Hajjaji A (2014) Stabilization of positive Takagi-Sugeno fuzzy discrete-time systems with multiple delays and bounded controls. Franklin Inst J (in press)

    Google Scholar 

  11. Nachidi M (2009) Stabilization of Takagi-Sugeno fuzzy systems with application on a greenhouse. PhD thesis, University of Valladolid, Spain

    Google Scholar 

  12. Elghaoui L, Oustry F, Ait Rami M (1997) A cone complementary linearization algorithm for static output-feedback and related problems. IEEE Trans. Aut. Control 42(8):1171–1176

    Google Scholar 

  13. Ait Rami M, Tadeo F (2006) Linear programming approach to impose positiveness in closed-loop and estimated states. In: 17th International Symposium on Mathematical Theory of Networks and Systems, Koyoto, Japan, 24–28 July

    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 Discrete-Time T–S Fuzzy Positive Systems with Multiple Delays. 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_8

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-05639-5_8

  • 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