Title :
Stability analysis of a class of MIMO fuzzy control systems
Author :
Radu-Emil Precup;Marius L. Tomescu;Emil M. Petriu;Stefan Preitl;János Fodor;Daniela Bărbulescu
Abstract :
This paper suggests a new stability analysis approach dedicated to a class of fuzzy control systems controlling multi input-multi output (MIMO) nonlinear processes by means of Takagi-Sugeno fuzzy logic controllers. The approach is based on LaSalle´s global invariant set theorem, and an original stability theorem offers sufficient stability conditions. The applicability and efficiency of the theoretical results are illustrated by a MIMO case study dealing with the fuzzy control of a spherical three tank system.
Keywords :
"Stability analysis","Process control","MIMO","Fuzzy control","Valves","Numerical stability","Lyapunov method"
Conference_Titel :
Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
Print_ISBN :
978-1-4244-6919-2
DOI :
10.1109/FUZZY.2010.5584587