Title :
Robust fault-tolerant controller design
Author :
Doraiswami, Rajamani ; Cheded, Lahouari
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of New Brunswick, Fredericton, NB, Canada
Abstract :
A robust fault-tolerant control scheme using an accurately-identified model of a plant operating in closed-loop is proposed. Parametric uncertainties are restricted to the subsystems which are likely to vary and do not apply to the entire system. A good accuracy of the parameter estimation scheme is obtained by ensuring that the identified model set includes the true system model, and by using a two-stage closed - loop identification. Both the primary goal of this paper, namely high - performance controller design, and the secondary goal of performance, stability and condition monitoring are achieved. The parametric uncertainty associated with the identified model is modeled as perturbations in the numerator and denominator polynomials to develop robust controllers using a mixed-sensitivity H∞ controller. The proposed scheme is extensively tested through simulations and on a physical laboratory- scale magnetic levitation system.
Keywords :
closed loop systems; control system synthesis; fault tolerance; parameter estimation; polynomials; robust control; accurately-identified model; condition monitoring; denominator polynomials; high-performance controller design; identified model set; mixed-sensitivity H∞ controller; parameter estimation; parametric uncertainties; parametric uncertainty; perturbations; physical laboratory-scale magnetic levitation system; robust controllers; robust fault-tolerant controller design; stability; true system model; two-stage closed-loop identification; Adaptation models; MIMO; Magnetic levitation; Magnetic separation; Monitoring; Robustness;
Conference_Titel :
IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society
Conference_Location :
Montreal, QC
Print_ISBN :
978-1-4673-2419-9
Electronic_ISBN :
1553-572X
DOI :
10.1109/IECON.2012.6388861