Title :
Emulation of multivariable non square and nonlinear systems
Author :
Bahri, Nesrine ; Atig, Asma ; Ben Abdennour, Ridha ; Druaux, Fabrice ; Lefebvre, Dimitri
Author_Institution :
Nat. Sch. of Eng. of Gabes-Tunisia, Univ. of Gabes, Gabes, Tunisia
Abstract :
In this paper, multimodel and neural emulators are proposed for nonlinear plants with unknown dynamics. The contribution of this paper is to extend the emulators to multi-variable non square systems. The effectiveness of the proposed emulators are shown through an illustrative simulation example. The obtained results are very satisfactory and show the best performances of the multimodel emulator relatively to the neural one.
Keywords :
MIMO systems; multivariable control systems; neural nets; nonlinear control systems; multimodel emulator; multivariable nonsquare systems; neural emulators; neural networks; nonlinear plants; nonlinear systems; unknown dynamics; Emulation; Equations; MIMO; Mathematical model; Neurons; Nonlinear systems; Vectors; Neural Networks; Uncoupled multimodel; emulation; multivariable nonlinear systems;
Conference_Titel :
Sciences and Techniques of Automatic Control and Computer Engineering (STA), 2013 14th International Conference on
Conference_Location :
Sousse
Print_ISBN :
978-1-4799-2953-5
DOI :
10.1109/STA.2013.6783153
