Skip to main content
Log in

New method to examine the stability of equilibrium points for a class of nonlinear dynamical systems

  • Original Paper
  • Published:
Nonlinear Dynamics Aims and scope Submit manuscript

Abstract

The Lyapanov’s linearization method (Lyapanov’s indirect method) fails to determine the stability of the equilibrium points for nonlinear systems if the linearized system is marginally stable. This problem makes a big restriction in the application of the theorem. In this study, we propose a new theorem to overcome this problem for a large class of nonlinear systems that are restricted to autonomous systems with continuously differentiable vector field. The theorem is proved based on classical proof of the Lyapanov’s linearization method, but according to this theorem the Jacobean matrix is evaluated in a region around the equilibrium point rather than the point itself. The asymptotic stability and/or the instability of the equilibrium point is determined by evaluating the eigenvalues of the Jacobean matrix in this region. In some cases, where the linearization method fails, the new theorem can be simply used. Some examples are presented to illustrate the theorem and to make a comparison with the cases where the Lyapanov’s linearization method fails.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Notes

  1. The proof of part (i) and (ii) is according to the classical proof of the Lyapanov’s linearization method.

References

  1. Ghaffari, A., Tomizuka, M., Soltan, R.A.: The stability of limit cycles in nonlinear systems. Nonlinear Dyn. 56(3), 269–275 (2009)

    Article  MATH  MathSciNet  Google Scholar 

  2. Khalil, H.K., Grizzle, J.: Nonlinear Systems, vol. 3. Prentice Hall, Upper Saddle River (2002)

    MATH  Google Scholar 

  3. Leondes, C.T.: Advances in Control Systems, vol. 1. Academic Press, New York (1964)

    MATH  Google Scholar 

  4. Hsu, J.C., Meyer, A.U.: Modern control principles and applications. McGrawHill, New York (1968)

  5. Aggarwal, J.K., Vidyasagar, M.: Nonlinear Systems: Stability Analysis. Dowden Hutchinson and Ross, Stroudburg (1977)

    Google Scholar 

  6. Ingwerson, D.: A modified Lyapunov method for nonlinear stability analysis. Autom. Control IRE Trans. 6(2), 199–210 (1961)

    Article  MathSciNet  Google Scholar 

  7. Reiss, R., Geiss, G.: The construction of Liapunov functions. Autom. Control IEEE Trans. 8(4), 382–383 (1963)

    Article  Google Scholar 

  8. Infante, E., Clark, L.: A method for the determination of the domain of stability of second-order nonlinear autonomous systems. J. Appl. Mech. 31, 315 (1964)

    Article  MATH  MathSciNet  Google Scholar 

  9. Wall, E., Moe, M.: An energy metric algorithm for the generation of Liapunov functions. Autom. Control IEEE Trans. 13(1), 121–122 (1968)

    Article  Google Scholar 

  10. Zubov, V.I.: Methods of AM Lyapunov and their Application. Noordhoff, Groningen (1964)

  11. Leighton, W.: On the construction of Liapunov functions for certain autonomous nonlinear differential equations. Contrib. Differ. Equ. 2, 367–383 (1963)

    MathSciNet  Google Scholar 

  12. Kaszkurewicz, E., Hsu, L.: Stability of nonlinear systems: a structural approach. Automatica 15(5), 609–614 (1979)

    Article  MATH  MathSciNet  Google Scholar 

  13. Bliman, P.A.: Lyapunov–Krasovskii functionals and frequency domain: delay-independent absolute stability criteria for delay systems. Int. J. Robust Nonlinear Control 11(8), 771–788 (2001)

  14. Kidouche, M., Habbi, H.: On Lyapunov stability of interconnected nonlinear systems: recursive integration methodology. Nonlinear Dyn. 60(1–2), 183–191 (2010)

    Article  MATH  MathSciNet  Google Scholar 

  15. Shaker, H.R., Shaker, F.: Lyapunov stability for continuous-time multidimensional nonlinear systems. Nonlinear Dyn. 75(4), 717–724 (2014)

  16. Kulev, G., Bainov, D.: Global stability of sets for impulsive differential systems by Lyapunov’s direct method. Comput. Math. Appl. 19(2), 17–28 (1990)

    Article  MATH  MathSciNet  Google Scholar 

  17. Fu, J.-H., Abed, E.H.: Families of Lyapunov functions for nonlinear systems in critical cases. Autom. Control IEEE Trans. 38(1), 3–16 (1993)

    Article  MATH  MathSciNet  Google Scholar 

  18. Grujić, L.T.: Complete exact solution to the Lyapunov stability problem: time-varying nonlinear systems with differentiable motions. Nonlinear Anal. Theory Methods Appl. 22(8), 971–981 (1994)

    Article  MATH  Google Scholar 

  19. Shaker, H.R., Tahavori, M.: Stability analysis for a class of discrete-time two-dimensional nonlinear systems. Multidimens. Syst. Signal Process. 21(3), 293–299 (2010)

    Article  MATH  MathSciNet  Google Scholar 

  20. Hogben, L.: Handbook of Linear Algebra. CRC Press, Boca Raton, FL (2006)

    Book  Google Scholar 

  21. Sastry, S.: Nonlinear Systems: Analysis, Stability, and Control, vol. 10. Springer, New York (1999)

    MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to N. Lasemi.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ghaffari, A., Lasemi, N. New method to examine the stability of equilibrium points for a class of nonlinear dynamical systems. Nonlinear Dyn 79, 2271–2277 (2015). https://doi.org/10.1007/s11071-014-1809-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11071-014-1809-z

Keywords

Navigation