Title :
Risk-averse feedback for stochastic fault-tolerant control systems with actuator failure accommodation
Author_Institution :
Space Vehicles Directorate, Air Force Res. Lab., Kirtland AFB, NM, USA
Abstract :
In this paper, an innovative baseline control strategy for the linear-quadratic class of stochastic fault-tolerant control systems with performance risk aversion has been obtained. Moreover, an efficient paradigm of determining mathematical statistics associated with performance robustness is developed, upon which the model uncertainties of time-varying parameter perturbations and critical actuator failures of the stuck-type ones are also treated in the stochastic framework. The synthesis of risk-averse state feedback control law is shown feasible by the use of adapted dynamic programming approach to the optimal statistical control problem considered herein.
Keywords :
actuators; control system synthesis; dynamic programming; fault tolerance; linear quadratic control; mathematical analysis; state feedback; statistical analysis; stochastic systems; actuator failure accommodation; dynamic programming approach; innovative baseline control strategy; linear-quadratic class; mathematical statistics; model uncertainties; optimal statistical control problem; performance risk aversion; performance robustness; risk-averse state feedback control law synthesis; stochastic fault-tolerant control systems; time-varying parameter perturbations; Actuators; Fault tolerance; Fault tolerant systems; Robustness; Stochastic processes;
Conference_Titel :
Control & Automation (MED), 2012 20th Mediterranean Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4673-2530-1
Electronic_ISBN :
978-1-4673-2529-5
DOI :
10.1109/MED.2012.6265688