1. Design of robust control for uncertain fuzzy quadruple-tank systems with time-varying delays
- Author
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Ghali Naami, Mohamed Ouahi, Abdelhamid Rabhi, Fernando Tadeo, and Viet Long Bui Tuan
- Subjects
Artificial Intelligence ,Takagi–Sugeno (T–S) fuzzy systems ,Time-varying delays ,Quadruple-tank system ,Observer-based control ,Computer Science Applications ,Information Systems ,33 Ciencias Tecnológicas - Abstract
Producción Científica, The robust 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 L2 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., Publicación en abierto financiada por el Consorcio de Bibliotecas Universitarias de Castilla y León (BUCLE), con cargo al Programa Operativo 2014ES16RFOP009 FEDER 2014-2020 DE CASTILLA Y LEÓN, Actuación:20007-CL - Apoyo Consorcio BUCLE
- Published
- 2022