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 survey on fuzzy control for mechatronics applications

RE Precup, AT Nguyen, S Blažič - International Journal of Systems …, 2024 - Taylor & Francis
Fuzzy control has become one of the most effective tools for dealing with complex
engineering processes. Over the years, research on fuzzy control systems has continuously …

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 …

[Књига][B] Data-driven model-free controllers

RE Precup, RC Roman, A Safaei - 2021 - taylorfrancis.com
This book categorizes the wide area of data-driven model-free controllers, reveals the exact
benefits of such controllers, gives the in-depth theory and mathematical proofs behind them …

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-Model-Based Reliable Static Output Feedback Control of Nonlinear Hyperbolic PDE Systems

J Qiu, SX Ding, H Gao, S Yin - IEEE Transactions on Fuzzy …, 2015 - ieeexplore.ieee.org
This paper investigates the problem of output feedback robust ℋ∞ control for a class of
nonlinear spatially distributed systems described by first-order hyperbolic partial differential …

Nonsingular finite-time event-triggered fuzzy control for large-scale nonlinear systems

P Du, Y Pan, H Li, HK Lam - IEEE Transactions on Fuzzy …, 2020 - ieeexplore.ieee.org
This article investigates the problem of event-based decentralized adaptive fuzzy output-
feedback finite-time control for the large-scale nonlinear systems. The full-state tracking error …

A survey on analysis and design of model-based fuzzy control systems

G Feng - IEEE Transactions on Fuzzy systems, 2006 - ieeexplore.ieee.org
Fuzzy logic control was originally introduced and developed as a model free control design
approach. However, it unfortunately suffers from criticism of lacking of systematic stability …

Development of cleaning systems for combine harvesters: A review

Z Liang, ME Wada - Biosystems Engineering, 2023 - Elsevier
Combine harvesters are important for modern agriculture since they can significantly
increase the efficiency of grain harvesting process. The cleaning unit is one of the core …

A survey on industrial applications of fuzzy control

RE Precup, H Hellendoorn - Computers in industry, 2011 - Elsevier
Fuzzy control has long been applied to industry with several important theoretical results
and successful results. Originally introduced as model-free control design approach, model …