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 …

Polynomial fuzzy models for nonlinear control: A Taylor series approach

A Sala, C Arino - IEEE Transactions on Fuzzy Systems, 2009 - ieeexplore.ieee.org
Classical Takagi–Sugeno (T–S) fuzzy models are formed by convex combinations of linear
consequent local models. Such fuzzy models can be obtained from nonlinear first-principle …

Polynomial fuzzy-model-based control systems: Stability analysis via piecewise-linear membership functions

HK Lam - IEEE Transactions on Fuzzy Systems, 2011 - ieeexplore.ieee.org
This paper presents the stability analysis of polynomial fuzzy-model-based (PFMB) control
systems using the sum-of-squares (SOS) approach. The PFMB control system under …

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 …

SOS-based stability analysis of polynomial fuzzy-model-based control systems via polynomial membership functions

M Narimani, HK Lam - IEEE Transactions on Fuzzy Systems, 2010 - ieeexplore.ieee.org
This paper presents stability analysis of polynomial fuzzy-model-based (FMB) control
systems using the sum-of-squares (SOS) approach. Recently, stability analysis of the …

Variable universe fuzzy control of high-speed elevator horizontal vibration based on firefly algorithm and backpropagation fuzzy neural network

H Zhang, R Zhang, Q He, L Liu - IEEE Access, 2021 - ieeexplore.ieee.org
To effectively suppress the horizontal vibration of a high-speed elevator car caused by
uncertainties such as the irregularity of guide rails and the piston wind in the hoistway, this …

A fuzzy Lyapunov function approach to estimating the domain of attraction for continuous-time Takagi–Sugeno fuzzy systems

DH Lee, JB Park, YH Joo - Information Sciences, 2012 - Elsevier
This paper deals with stability analysis and control design problems for continuous-time
Takagi–Sugeno (T–S) fuzzy systems. The first aim is to present less conservative linear …

Unknown input observer for LPV systems

B Marx, D Ichalal, J Ragot, D Maquin, S Mammar - Automatica, 2019 - Elsevier
This paper proposes two improvements in the design of unknown input observers (UIO) for
linear parameter varying (LPV) systems. First, the parameter dependency of the UIO is not …

New stability conditions based on piecewise fuzzy Lyapunov functions and tensor product transformations

VCS Campos, FO Souza, LAB Tôrres… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
Improvements of recent stability conditions for continuous-time Takagi-Sugeno (TS) fuzzy
systems are proposed. The key idea is to bring together the so-called local transformations …