Title :
On applications of Attractive Ellipsoid Method to dynamic processes governed by implicit differential equations
Author :
Juarez, R. ; Poznyak, A.S. ; Azhmyakov, V.
Author_Institution :
Dept. of Autom. Control, CINVESTAV-IPN, Mexico City, Mexico
Abstract :
This paper deals with the application of the attractive (invariant) ellipsoid method for stabilization of class of the, so-called, implicit systems whose dynamics cannot be represented in the standard Cauchy form given by some ODE resolved with respect to the states of derivates. This class of dynamics systems includes, as a particular case, the models whose part of state-components is given in ODE-format while the rest of them represent only some algebraic nonlinear relations of states. To design a stabilizer as a linear state-feedback we suggest to apply the descriptive method with vector Lagrange multipliers in the Lyapunov stability analysis. The suggested technique leads to the sufficient conditions of the global practical stability which are shown to be expressed in BMI (bilinear matrix inequality) form. The last, after some coordinate transformation, can be converted to LMI (linear matrix inequalities) under fixed scalar parameters arising during the Lyapunov function construction. Results of numerical simulation realized by the standard MATLAB packages application illustrates the effectiveness of the suggested approach.
Keywords :
Lyapunov methods; differential algebraic equations; iterative methods; linear matrix inequalities; linear systems; stability; state feedback; vectors; Lyapunov function construction; Lyapunov stability analysis; MATLAB packages; ODE-format; attractive ellipsoid method; bilinear matrix inequality form; descriptive method; dynamic process; implicit differential equations; implicit systems; linear state-feedback; state algebraic nonlinear relations; vector Lagrange multipliers; Differential equations; Ellipsoids; Linear matrix inequalities; Linear systems; Mathematical model; Stability analysis; Trajectory; Attractive Ellipsoid Method; DAE;
Conference_Titel :
Electrical Engineering Computing Science and Automatic Control (CCE), 2011 8th International Conference on
Conference_Location :
Merida City
Print_ISBN :
978-1-4577-1011-7
DOI :
10.1109/ICEEE.2011.6106585