Detection of attraction domains of non-linear systems using bifurcation analysis and Lyapunov functions

The objective of this paper is to contribute to the problem of the domain of attraction (DOA) of locally stable non-linear systems. Determining exactly the attraction basin is, in general, a difficult open problem. In our proposal, the main original idea is to combine tools from bifurcation theory and from Lyapunov theory. It is believed that this interplay is the most adequate to get a nice picture of the essential objects affecting local stability. The viability of all these ideas is confirmed by the successfull application to the Furuta pendulum. The strategies proposed here offer the advantage of a conceptually appealing approach, which obtains a conservative, ellipsoidal estimation of the DOA. This ellipsoid is reasonably good and the computational burden is drastically reduced (compared to the pure Lyapunov 'blind search'). The search is improved when bifurcation information is taken into account. The synthesis problem is also considered, and synthesis conditions are given in the form of feasible parameter perturbations which yield an improvement of the DOA estimations.

[1]  Katsuhisa Furuta,et al.  Swinging up a pendulum by energy control , 1996, Autom..

[2]  P. Julián,et al.  A parametrization of piecewise linear Lyapunov functions via linear programming , 1999 .

[3]  A. Vicino,et al.  On the estimation of asymptotic stability regions: State of the art and new proposals , 1985 .

[4]  F. Blanchini,et al.  Constrained stabilization via smooth Lyapunov functions , 1998 .

[5]  Karl Johan Åström,et al.  Global Bifurcations in the Futura Pendulum , 1998 .

[6]  Alexander L. Fradkov Swinging control of nonlinear oscillations , 1996 .

[7]  Felix F. Wu,et al.  Stability regions of nonlinear autonomous dynamical systems , 1988 .

[8]  Jesus Alvarez,et al.  Linear systems with single saturated input: stability analysis , 1991, [1991] Proceedings of the 30th IEEE Conference on Decision and Control.

[9]  Dirk Aeyels,et al.  On exponential stability of nonlinear time-varying differential equations , 1999, Autom..

[10]  B. R. Andrievskii,et al.  CONTROL OF NONLINEAR VIBRATIONS OF MECHANICAL SYSTEMS VIA THE METHOD OF VELOCITY GRADIENT , 1996 .

[11]  Sophie Tarbouriech,et al.  Stability regions for linear systems with saturating controls , 1999, 1999 European Control Conference (ECC).

[12]  S. Tarbouriech,et al.  Admissible polyhedra for discrete-time linear systems with saturating controls , 1997, Proceedings of the 1997 American Control Conference (Cat. No.97CH36041).

[13]  Javier Aracil,et al.  Local bifurcation Analysis in the Furuta Pendulum via Normal Forms , 2000, Int. J. Bifurc. Chaos.

[14]  Y. Kuznetsov Elements of Applied Bifurcation Theory , 2023, Applied Mathematical Sciences.