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Local stabilization of Takagi-Sugeno fuzzy systems through linear matrix inequalities relaxations

Grant number: 22/15051-9
Support Opportunities:Scholarships abroad - Research Internship - Doctorate
Effective date (Start): February 28, 2023
Effective date (End): August 27, 2023
Field of knowledge:Engineering - Electrical Engineering - Industrial Electronics, Electronic Systems and Controls
Principal Investigator:Ricardo Coração de Leão Fontoura de Oliveira
Grantee:Yara Quilles Marinho
Supervisor: Donghwan Lee
Host Institution: Faculdade de Engenharia Elétrica e de Computação (FEEC). Universidade Estadual de Campinas (UNICAMP). Campinas , SP, Brazil
Research place: Korea Advanced Institute of Science and Technology (KAIST), South Korea  
Associated to the scholarship:20/08196-5 - Control of Takagi-Sugeno fuzzy systems with local stability, BP.DR

Abstract

This research internship proposal aims to investigate the local stability for nonlinear systems described by Takagi-Sugeno (T-S) continuous- and discrete-time fuzzy systems, including estimates for the region of attraction, controller synthesis (state- and output-feedback) involving performance criteria such as H2 and H-infinity norms, structure constraints, saturation, and other requirements. The methodology is an extension of the iterative algorithm recently proposed by the authors in the context of global stability. Less conservative and more general results are expected through the employment of homogeneous polynomial (or rational) fuzzy Lyapunov functions of arbitrary degree in the states, resulting in synthesis conditions formulated in terms of linear matrix inequalities relaxations. (AU)

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