A novel polynomial membership functions based control method for T-S fuzzy systems.

ISA Trans

Department of Electronics Engineering, Federal University of Minas Gerais, Av. Antônio Carlos, 6627, 31270-010, Belo Horizonte, MG, Brazil.

Published: October 2022

To solve the state feedback stabilization problem for a class of T-S fuzzy systems, a new stability synthesis method is raised to further relax the conservatism existing in the analysis process. First, a series of nonlinear polynomials are used to approximate the system membership functions. And satisfied approximation results can be obtained. Then a polynomials transformation method is raised to change the polynomial membership functions into linear form. This method can facilitate the synthesis process and achieve better approximation precision. Therefore, by a membership function involving stability analysis approach, linear matrix inequality form stability conditions are given. Finally, by presenting and analyzing a numerical and a practical examples, the conservatism reduction effects of the proposed methods are verified.

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http://dx.doi.org/10.1016/j.isatra.2022.02.021DOI Listing

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