Design of robust control for uncertain fuzzy quadruple-tank systems with time-varying delays

Author:

Naami GhaliORCID,Ouahi Mohamed,Rabhi Abdelhamid,Tadeo Fernando,Tuan Viet Long Bui

Abstract

AbstractThe robust $$H_\infty$$ H observer-based control design is addressed here for non-linear Takagi-Sugeno (T-S) fuzzy systems with time-varying delays, subject to uncertainties and external disturbances. This is motivated by the quadruple-tank with time delay control problem. The observer design methodology is based on constructing an appropriate Lyapunov–Krasovskii functional (LKF) for an augmented system formed from the original and the delayed states. The bilinear terms are transferred to the linear matrix inequalities, thanks to a change of variables which can be solved in one step. Furthermore, by employing the $$\mathcal {L}_2$$ L 2 performance index, the adverse effects of persistent bounded disturbances is largely avoided. The proposed method has the advantage of relating the controller and Lyapunov function to both the original and delayed states. Then, the controller and observer gains are obtained simultaneously by solving these inequalities with off-the-shelf software (Yalmip/MATLAB toolbox). Finally, an application to a simulated quadruple-tank system with time delay is carried out to demonstrate the benefits of the proposed technique, showing a compromise between controller simplicity and robustness that outperforms previous approaches.

Funder

Universidad de Valladolid

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Computer Science Applications,Information Systems

Cited by 10 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. On the designing of robust dynamic observers for continuous-time systems in T-S fuzzy model with interval time-varying delays;Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering;2024-07-24

2. An innovative approach to designing unknown-input observers in Takagi–Sugeno systems;International Journal of Dynamics and Control;2024-04-06

3. H dynamic observer design for a class of Lipschitz nonlinear discrete‐time systems with time varying delays;Optimal Control Applications and Methods;2023-12-12

4. Dynamic Sliding Mode Control for a Quadruple Tank Process with Long Time-Delay Using Swarm Intelligence Optimization Techniques;2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies (CHILECON);2023-12-05

5. Heuristic algorithms based optimal tuning of FOLQI controller for quadruple tank process under disturbance conditions;Measurement and Control;2023-09-09

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