Title :
Nonlinear adaptive observer design for an electromechanical rotative plant
Author :
Jiang Zhu ; Khayati, Karim
Author_Institution :
Mech. & Ind. Eng., Concordia Univ., Montreal, QC, Canada
Abstract :
This paper deals with the design of an adaptive observer that can estimate both the states and the parameters of a class of nonlinear systems. The purpose of the proposed method is to eliminate the restrictive dissipativity condition from the stability proof that is present in many previous works presented in the literature. The observer gain calculus is cast as a linear matrix inequality (LMI) feasibility problem. We aim to apply the proposed algorithm to estimate the unknown parameters of a second order electromechanical rotary model. The appeal of this proven theoretical design is further demonstrated numerically with a comparative design.
Keywords :
adaptive control; control system synthesis; linear matrix inequalities; nonlinear systems; observers; power plants; electromechanical rotative plant; linear matrix inequality; nonlinear adaptive observer design; nonlinear systems; restrictive dissipativity condition; Adaptation models; Adaptive systems; Convergence; Nonlinear systems; Numerical models; Observers; LMI; adaptive observer; nonlinear systems; parameter estimation;
Conference_Titel :
Electrical and Computer Engineering (CCECE), 2011 24th Canadian Conference on
Conference_Location :
Niagara Falls, ON
Print_ISBN :
978-1-4244-9788-1
Electronic_ISBN :
0840-7789
DOI :
10.1109/CCECE.2011.6030478