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Different Methods to Control Nonlinear Systems Adapted to Constrained Generalized Predictive Control

By M. Sedraoui, K. Kemih, M. L. Fas and S. Filali

Abstract

In this work, we propose an approach for the application of the input constrained generalized predictive control, GPC, to nonlinear systems. To solve the problem of non linearity of the system, we propose a method of fuzzy modeling of Sugeno closely connected the concepts of multi model. On the other hand, we propose and compare methods for online solution of the constrained optimization problem which are variants of the classical Dichotomy and gradient conjugate method. The simulation study is carried for the control of continuously stirred reactor, CSTR

Topics: Key words, Control nonlinear system, CGPC, fuzzy modeling of Sugeno, Conjugate Direction Method, Trichotomy and Quadritomie Method, Method of Dichotomy
Year: 2007
OAI identifier: oai:CiteSeerX.psu:10.1.1.135.4791
Provided by: CiteSeerX
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