Fuzzy control systems: Past, present and future

AT Nguyen, T Taniguchi, L Eciolaza… - IEEE Computational …, 2019 - ieeexplore.ieee.org
More than 40 years after fuzzy logic control appeared as an effective tool to deal with
complex processes, the research on fuzzy control systems has constantly evolved. Mamdani …

A review on stability analysis of continuous-time fuzzy-model-based control systems: From membership-function-independent to membership-function-dependent …

HK Lam - Engineering Applications of Artificial Intelligence, 2018 - Elsevier
This paper reviews the stability analysis of continuous-time fuzzy-model-based (FMB)
control systems, with emphasis on state-feedback control techniques, which is an essential …

Fuzzy sampled-data control for uncertain vehicle suspension systems

H Li, X Jing, HK Lam, P Shi - IEEE transactions on cybernetics, 2013 - ieeexplore.ieee.org
This paper investigates the problem of sampled-data H∞ control of uncertain active
suspension systems via fuzzy control approach. Our work focuses on designing state …

[图书][B] Stability analysis and nonlinear observer design using Takagi-Sugeno fuzzy models

Many problems in decision making, monitoring, fault detection, and control rely on the
knowledge of state variables and time-varying parameters that are not directly measured by …

Fuzzy observer-based repetitive tracking control for nonlinear systems

Y Wang, L Zheng, H Zhang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This article is concerned with the periodic tracking control problem for nonlinear systems.
First, the Takagi-Sugeno (TS) fuzzy model is employed to describe the nonlinear control …

Nonquadratic stabilization of continuous T–S fuzzy models: LMI solution for a local approach

JT Pan, TM Guerra, SM Fei… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
This paper is concerned with nonquadratic stabilization design problem for continuous-time
nonlinear models in the Takagi-Sugeno (TS) form obtained by sector nonlinearity approach …

On stability and stabilization of T–S fuzzy systems with time-varying delays via quadratic fuzzy Lyapunov matrix

G Li, C Peng, X Xie, S Xie - IEEE Transactions on Fuzzy …, 2021 - ieeexplore.ieee.org
This article proposes improved stability and stabilization criteria for Takagi–Sugeno (T–S)
fuzzy systems with time-varying delays. First, a novel augmented fuzzy Lyapunov–Krasovskii …

Fuzzy control turns 50: 10 years later

TM Guerra, A Sala, K Tanaka - Fuzzy sets and systems, 2015 - Elsevier
In 2015, we celebrate the 50th anniversary of Fuzzy Sets, ten years after the main
milestones regarding its applications in fuzzy control in their 40th birthday were reviewed in …

Non-quadratic local stabilization for continuous-time Takagi–Sugeno models

TM Guerra, M Bernal, K Guelton, S Labiod - Fuzzy Sets and Systems, 2012 - Elsevier
This paper is concerned with non-quadratic stabilization of continuous-time Takagi–Sugeno
(TS) models. The well-known problem of handling time-derivatives of membership functions …

Polynomial fuzzy-model-based control systems: Stability analysis via approximated membership functions considering sector nonlinearity of control input

HK Lam, C Liu, L Wu, X Zhao - IEEE Transactions on Fuzzy …, 2015 - ieeexplore.ieee.org
This paper presents the stability analysis of polynomial fuzzy-model-based (PFMB) control
systems, in which both the polynomial fuzzy model and the polynomial fuzzy controller are …