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 …

Security-based fuzzy control for nonlinear networked control systems with DoS attacks via a resilient event-triggered scheme

Y Pan, Y Wu, HK Lam - IEEE Transactions on Fuzzy Systems, 2022 - ieeexplore.ieee.org
This article studies the issue of resilient event-triggered (RET)-based security controller
design for nonlinear networked control systems (NCSs) described by interval type-2 (IT2) …

Fuzzy-based robust precision consensus tracking for uncertain networked systems with cooperative–antagonistic interactions

H Liang, L Chen, Y Pan, HK Lam - IEEE Transactions on Fuzzy …, 2022 - ieeexplore.ieee.org
In bipartite consensus tracking (BCT) tasks for nonlinear multiagent systems (MASs),
stochastic disturbances and actuator faults are regarded as essential factors that hamper …

A novel mixed control approach for fuzzy systems via membership functions online learning policy

Y Pan, Q Li, H Liang, HK Lam - IEEE Transactions on Fuzzy …, 2021 - ieeexplore.ieee.org
This article focuses on the optimization control issue for a family of nonlinear plants by
Takagi–Sugeno (T–S) fuzzy approach with actuator failure. First, considering unmeasurable …

Asynchronous fault detection for interval type-2 fuzzy nonhomogeneous higher level Markov jump systems with uncertain transition probabilities

X Zhang, H Wang, V Stojanovic… - … on Fuzzy Systems, 2021 - ieeexplore.ieee.org
Based on the interval type-2 fuzzy (IT2F) approach, this article investigates the fault
detection filter design problem for a class of nonhomogeneous higher level Markov jump …

Interval type-2 fuzzy passive filtering for nonlinear singularly perturbed PDT-switched systems and its application

X Liu, J Xia, J Wang, H Shen - Journal of Systems Science and Complexity, 2021 - Springer
The problem of designing a passive filter for nonlinear switched singularly perturbed
systems with parameter uncertainties is explored in this paper. Firstly, the multiple-time …

Optimal tuning of interval type-2 fuzzy controllers for nonlinear servo systems using Slime Mould Algorithm

RE Precup, RC David, RC Roman… - … Journal of Systems …, 2023 - Taylor & Francis
This paper presents a novel application of the metaheuristic Slime Mould Algorithm (SMA) to
the optimal tuning of interval type-2 fuzzy controllers. Inserting the information feedback …

Observer-based fault detection for nonlinear systems with sensor fault and limited communication capacity

H Li, Y Gao, P Shi, HK Lam - IEEE Transactions on Automatic …, 2015 - ieeexplore.ieee.org
In this technical note, a new fault detection design scheme is proposed for interval type-2
(IT2) Takagi-Sugeno (TS) fuzzy systems with sensor fault based on a novel fuzzy observer …

Fault-tolerant control for stochastic switched IT2 fuzzy uncertain time-delayed nonlinear systems

J Sun, H Zhang, Y Wang, S Sun - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This article devotes to solve the fault-tolerant control problem based on interval type-2 (IT2)
Takagi–Sugeno (T–S) fuzzy stochastic switched uncertain time-delayed systems with signal …