Title :
A stochastic approach for fault-tolerant control of linear systems
Author :
Najson, Federico
Author_Institution :
Dept. of Mech. & Aerosp. Eng., California Univ., Los Angeles, CA
Abstract :
A special class of stochastic switched dynamical system is used in order to model a possible faulty linear system. In order to address the synthesis of a fault-tolerant controller, with respect to the class of possible faults under consideration (in the aforementioned model), a stochastic quadratic optimal control problem is set up and solved. A novel class of distributed system of Riccati equations is introduced. It serves as a technical tool for solving the optimal control problem via a stochastic completion of squares argument. Existence and uniqueness of solution for that novel class of distributed system of Riccati equations is proved
Keywords :
Markov processes; Riccati equations; control system synthesis; distributed control; fault tolerance; linear quadratic control; linear systems; stochastic systems; Riccati equations; control synthesis; distributed system; fault-tolerant control; linear systems; stochastic quadratic optimal control; stochastic switched dynamical system; Control system synthesis; Control systems; Fault tolerance; Fault tolerant systems; Linear systems; Optimal control; Random variables; Riccati equations; Stochastic processes; Stochastic systems;
Conference_Titel :
American Control Conference, 2006
Conference_Location :
Minneapolis, MN
Print_ISBN :
1-4244-0209-3
Electronic_ISBN :
1-4244-0209-3
DOI :
10.1109/ACC.2006.1656567