Title :
Fault-tolerant control of a magnetic levitation system using virtual-sensor-based reconfiguration
Author :
Nazari, Raheleh ; Yetendje, Alain ; Seron, Maria M.
Author_Institution :
ARC Centre for Complex Dynamic Syst. & Control (CDSC), Univ. of Newcastle, Callaghan, NSW, Australia
Abstract :
In this paper, a fault tolerant control strategy, which combines a fault detection and identification (FDI) method based on an invariant-set approach with controller reconfiguration based on the use of a virtual sensor, is implemented on a magnetic levitation (MAGLEV) system. The MAGLEV system includes two sensors which, together with a nominal observer-based feedback controller with integral action, are used to stabilise a steel ball at a desired position in the air. The FDI unit employs two observers that can detect the faulty and healthy situations based on a “set-separation” approach. The closed-loop system is reconfigured by means of a virtual sensor which is adapted to the fault situation detected by the FDI unit. Experimental results on a laboratory apparatus confirm the effectiveness of the proposed strategy.
Keywords :
closed loop systems; fault tolerance; feedback; magnetic levitation; magnetic variables control; observers; position control; sensors; closed-loop system; fault detection and identification method; fault tolerant control strategy; magnetic levitation system; observer-based feedback controller; set-separation approach; steel ball; virtual-sensor-based reconfiguration; Control systems; Equations; Estimation error; Fault tolerance; Fault tolerant systems; Noise; Observers;
Conference_Titel :
Control & Automation (MED), 2010 18th Mediterranean Conference on
Conference_Location :
Marrakech
Print_ISBN :
978-1-4244-8091-3
DOI :
10.1109/MED.2010.5547652