New stabilization conditions for continuous fuzzy models using their discretized forms
International Journal of Intelligent Computing and Cybernetics
ISSN: 1756-378X
Article publication date: 4 November 2014
Abstract
Purpose
The purpose of this paper is to deal with the stabilization of the continuous-time Takagi-Sugeno (TS) fuzzy models by using their discretized models.
Design/methodology/approach
In this case, a discrete model is obtained from the discretization of the continuous TS fuzzy model. The gains obtained from a non-parallel distributed compensation controller ensuring the stabilization of the discrete model are used to check if the discrete control law used in the continuous time without any zero-order hold can stabilize the continuous TS model.
Findings
This method is compared to another published method.
Originality/value
Therefore, the originality of this paper consists in the fusion of the two continuous and discrete cases to obtain new stabilization conditions in the continuous case. Simulation examples show the interest of the proposed approach.
Keywords
Citation
Ameni, E., Ksantini, M., Lauber, J., Delmotte, F. and Chtourou, M. (2014), "New stabilization conditions for continuous fuzzy models using their discretized forms", International Journal of Intelligent Computing and Cybernetics, Vol. 7 No. 4, pp. 397-414. https://doi.org/10.1108/IJICC-10-2013-0048
Publisher
:Emerald Group Publishing Limited
Copyright © 2014, Emerald Group Publishing Limited