Title :
Finite-time reliable L2 - Lα/Hα control for Takagi-Sugeno fuzzy systems with actuator faults
Author :
Hao Shen ; Park, Jae Hyo ; Zheng-Guang Wu
Author_Institution :
Sch. of Electr. & Inf. Eng., Anhui Univ. of Technol., Ma´anshan, China
Abstract :
This study deals with the problem of finite-time reliable ℒ2 - ℒ∞/ℋ∞ control for non-linear systems with actuator faults through Takagi-Sugeno fuzzy model approach. The actuator failure model under consideration is assumed to be governed by a homogenous Markov chain. The focus is on the design of a fuzzy Markov switching fault-tolerant controller such that the resulting closed-loop system is stochastically finite-time bounded with a mixed ℒ2 - ℒ∞/ℋ∞ performance level over a finite-time interval. Some sufficient conditions for the solvability of the above problem are given in terms of linear matrix inequalities by introducing a new mixed ℒ2 - ℒ∞/ℋ∞ performance function. Finally, a quarter-vehicle suspension model is employed to demonstrate the effectiveness of our proposed approach.
Keywords :
H∞ control; Markov processes; actuators; closed loop systems; fault tolerant control; fuzzy systems; linear matrix inequalities; nonlinear control systems; stochastic systems; suspensions (mechanical components); L2-L∞/H∞ control; Takagi-Sugeno fuzzy systems; actuator failure model; actuator faults; closed-loop system; finite-time interval; fuzzy Markov switching fault-tolerant controller; homogenous Markov chain; linear matrix inequalities; nonlinear systems; quarter-vehicle suspension model; stochastically finite-time;
Journal_Title :
Control Theory & Applications, IET
DOI :
10.1049/iet-cta.2013.0486