Title :
Robust MPC design for fault tolerance of constrained multisensor linear systems
Author :
Yetendje, Alain ; Seron, Maria M. ; De Doná, José A.
Author_Institution :
ARC Centre of Excellence for Complex Dynamic Syst. & Control, Univ. of Newcastle, Callaghan, NSW, Australia
Abstract :
In this paper, a robust fault-tolerant control strategy for constrained multisensor linear systems, subject to sensor faults and in the presence of bounded state and output disturbances is proposed. The scheme verifies that for each sensors-estimator combination, suitable residual variables lie inside pre-computed sets and selects the more appropriate combination based on a chosen criterion. An active fault tolerant output feedback controller yields an MPC-based control law and by means of the notion of “tube” of trajectories, we ensure robust closed-loop exponential stability and good performance in the fault-free case and under the occurrence of abrupt sensor faults.
Keywords :
asymptotic stability; closed loop systems; constraint handling; control system synthesis; fault tolerance; feedback; linear systems; predictive control; robust control; closed-loop exponential stability; constrained multisensor linear systems; fault tolerant output feedback controller; model predictive control; robust MPC design; sensor faults; sensors-estimator combination; Economic indicators; Estimation; Fault tolerance; Fault tolerant systems; Silicon; Stability analysis; Trajectory;
Conference_Titel :
Control and Fault-Tolerant Systems (SysTol), 2010 Conference on
Conference_Location :
Nice
Print_ISBN :
978-1-4244-8153-8
DOI :
10.1109/SYSTOL.2010.5675963