Title :
A reduced-order robust observer using nonlinear parameter estimation for induction motors
Author :
Tlili, Ali Sghaier ; Braiek, Ennaceur Benhadj
Author_Institution :
Ecole Polytechnique de Tunisie, Belize
Abstract :
This paper presents an original approach for the design of a robust observer for a fifth order model of induction motors (IM), defined by a linear system with polytopic representation and linear parameter variation (LPV), to reconstruct the non measurable state variables and mainly the rotor flux. This approach is based on the notion of robust detectability and the using of the linear matrix inequality (LMI) tools to calculate the gain of the polytopic reduced-order robust observer, and the identification online of the variable parameter (the rotor time constant) using a special nonlinear observer. The dynamical performances of the proposed observer is then analyzed and compared.
Keywords :
induction motors; linear matrix inequalities; machine control; observers; parameter estimation; reduced order systems; robust control; IM; LMI tools; LPV; induction motors; linear matrix inequality tools; linear parameter variation; linear system; nonlinear observer; nonlinear parameter estimation; nonmeasurable state variables; polytopic reduced-order robust observer; polytopic representation; reduced-order robust observer design; robust detectability; rotor flux; rotor time constant; variable parameter online identification; Electronic mail; Induction machines; Induction motors; Magnetic flux; Observers; Parameter estimation; Robustness; Saturation magnetization; Sliding mode control; Stators;
Conference_Titel :
Systems, Man and Cybernetics, 2002 IEEE International Conference on
Print_ISBN :
0-7803-7437-1
DOI :
10.1109/ICSMC.2002.1175616