Title :
H∞ stabilisation of non-linear stochastic active fault-tolerant control systems: fuzzy-interpolation approach
Author :
Lin, Zhiyun ; Lin, Yashen ; Zhang, Wensheng
Author_Institution :
Sch. of Autom., Beijing Univ. of Aeronaut. & Astronaut., Beijing, China
fDate :
10/1/2010 12:00:00 AM
Abstract :
This study addresses the H∞ control design problem systematically for a class of non-linear stochastic active fault-tolerant control systems with Markovian parameters. A sufficient condition for the non-linear stochastic fault-tolerant H∞ control u1(x(t), ηt) is given in terms of a set of coupled Hamilton-Jacobi inequalities (HJIs). Then, a fuzzy-interpolation approach is developed to conquer the difficulty in solving the coupled HJIs, which sustains a fault-tolerant H∞ fuzzy control u2(x(t), ηt) by solving linear matrix inequalities, instead of HJIs. A simulation example is presented to illustrate the effectiveness of the proposed design method.
Keywords :
H∞ control; Markov processes; control system synthesis; fault tolerance; fuzzy set theory; interpolation; linear matrix inequalities; nonlinear control systems; stability; stochastic systems; H∞ control design; H∞ stabilisation; Hamilton-Jacobi inequalities; Markovian parameters; active fault-tolerant control systems; fuzzy-interpolation approach; linear matrix inequalities; nonlinear stochastic system;
Journal_Title :
Control Theory & Applications, IET
DOI :
10.1049/iet-cta.2010.0146