Title :
Fault tolerant H∞ control for a class of nonlinear discrete-time systems: Using sum of squares optimization
Author :
Ma, Hong-Jun ; Yang, Guang-hong
Author_Institution :
Coll. of Inf. Sci. & Eng., Northeastern Univ., Shenyang
Abstract :
This paper studies the fault tolerant control (FTC) problem for a class of nonlinear discrete-time systems with guaranteed Hinfin performance objective in the presence of actuator faults. The mode of faults under consideration is typical aberration of actuator effectiveness. The novelty of this paper is that the effect of the nonlinear terms is described as an index in order to transform the FTC design problem into a semi-definite programming (SDP). The proposed optimization approach is to find zero optimum for this index. Combined with Hinfin performance index, the conceived multi-objective optimization problem is solved by using sum of squares method (SOS) in a reliable and efficient way. A numerical example is included to verify the applicability of this new approach for the nonlinear FTC synthesis.
Keywords :
Hinfin control; control system synthesis; discrete time systems; fault tolerance; mathematical programming; nonlinear control systems; state estimation; state feedback; Hinfin performance index; actuator faults; fault tolerant Hinfin control; nonlinear FTC synthesis; nonlinear discrete-time systems; semidefinite programming; sum of squares optimization; Actuators; Automation; Control systems; Fault tolerance; Fault tolerant systems; Nonlinear control systems; Nonlinear systems; Optimization methods; Performance analysis; Programming profession;
Conference_Titel :
American Control Conference, 2008
Conference_Location :
Seattle, WA
Print_ISBN :
978-1-4244-2078-0
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2008.4586718