Title :
Design of a nonlinear controller based on a piecewise-linear Hammerstein model
Author :
Dolanc, G. ; Strmenik, S.
Abstract :
In the paper a new method for identification and control of nonlinear systems is presented. The method is based on a piecewise-linear Hammerstein model, which is linear in parameters, and enables approximation of systems with extremely nonlinear or even discontinuous static functions. The model can be obtained by making use of a specific identification method, which takes into account the proposed structure of the model, and the properties of the excitation signal. The derived model represents the starting point for development of a nonlinear controller, which is based on the pole-placement principles. The proposed method is illustrated by a simulation example representing identification and control of a nonlinear process with discontinuous static function.
Keywords :
approximation theory; control system synthesis; identification; linear systems; nonlinear control systems; pole assignment; discontinuous static function; identification method; nonlinear controller design; piecewise-linear Hammerstein model; pole-placement principles; Adaptive control; Control design; Control system synthesis; Nonlinear control systems; Nonlinear systems; Piecewise linear techniques; Polynomials; Predictive control; USA Councils; Vectors;
Conference_Titel :
Control Applications, 2008. CCA 2008. IEEE International Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
978-1-4244-2222-7
Electronic_ISBN :
978-1-4244-2223-4
DOI :
10.1109/CCA.2008.4629620