Title :
H∞ robust stabilization of nonlinear system : Fuzzy system approach
Author :
Matter, Ebrahim ; Al-Junaid, H.
Author_Institution :
Univ. of Bahrain, Isa, Bahrain
Abstract :
The paper presents a synthesis of fuzzy H∞ robust controller for a nonlinear multivariable systems. A detailed description of fuzzy models was presented, where system dynamics were modeled using T-S fuzzy system. The article also presents the mathematical formulation of the proposed controller, through which an H∞ fuzzy robust controller design was formulated as LMI formulation. A closed loop fuzzy control system with a Lyapunov function was derived and reduced to an LMI formulation. That was achieved for every sub-model. The designed controller has shown to be having robust behavior in terms of disturbances attenuation and has achieved a stabilization behavior as depicted from time and frequency responses.
Keywords :
H∞ control; Lyapunov methods; closed loop systems; control system synthesis; fuzzy control; fuzzy systems; linear matrix inequalities; multivariable control systems; nonlinear control systems; robust control; H∞ fuzzy robust controller design; LMI formulation; Lyapunov function; T-S fuzzy system; closed loop fuzzy control system; disturbances attenuation; fuzzy models; linear matrix inequality; nonlinear multivariable systems; stabilization behavior; Attenuation; Control system synthesis; Frequency; Fuzzy control; Fuzzy systems; Lyapunov method; MIMO; Nonlinear control systems; Nonlinear dynamical systems; Robust control; H∞; LMI formulation; T-S Fuzzy Models;
Conference_Titel :
Computer and Automation Engineering (ICCAE), 2010 The 2nd International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-5585-0
Electronic_ISBN :
978-1-4244-5586-7
DOI :
10.1109/ICCAE.2010.5451229