Title of article :
Switching fuzzy modelling and control scheme using T-S fuzzy systems with nonlinear consequent parts
Author/Authors :
Koopaee, M. J. School of Electrical and Computer Engineering - Tarbiat Modares University, Tehran, Iran , Majd, V. J. School of Electrical and Computer Engineering - Tarbiat Modares University, Tehran, Iran
Abstract :
This paper extends the idea of switching T-S fuzzy systems with linear consequent parts to nonlinear ones. Each
nonlinear subsystem is exactly represented by a T-S fuzzy system with Lure type consequent parts, which allows to
model and control wider classes of switching systems and also reduce the computation burden of control synthesis.
With the use of a switching fuzzy Lyapunov function, the LMI conditions for asymptotic stability of the system with
maximum decay-rate and disturbance attenuation properties under arbitrary switching law are derived. Moreover,
several numerical examples are provided to demonstrate the eectiveness of the proposed approaches to reduce the
computational burden of control synthesis and improving the closed-loop performance of the system
Keywords :
Switching nonlinear systems , fuzzy systems , sector-bounded nonlinearity , linear matrix inequality , Lure type systems
Journal title :
Iranian Journal of Fuzzy Systems (IJFS)