Title :
Adaptive monitoring and accommodation of nonlinear actuator faults in positive real infinite dimensional systems
Author :
Demetriou, Michael A. ; Ito, Kazufumi ; Smith, Ralph C.
Author_Institution :
Dept. of Mech. Eng., Worcester Polytech. Inst., MA
Abstract :
We consider a class of positive real infinite dimensional systems which are subjected to incipient actuator faults. The actuator fault is modeled as a time varying transition from an initial (linear or nonlinear) map into another unknown nonlinear map at the onset of the fault occurrence. An infinite dimensional adaptive detection observer is utilized to generate a residual signal in order to detect the fault occurrence and to assist in the fault accommodation. This is done via an automated control reconfiguration which utilizes information on the new actuator map and adjusts the controller via a right inverse of the actuator map. A robust modification is utilized in order to avoid false alarms caused by unmodelled dynamics. An example is included to illustrate the applicability of the proposed scheme
Keywords :
adaptive control; fault diagnosis; multidimensional systems; nonlinear control systems; observers; time-varying systems; adaptive monitoring; automated control reconfiguration; infinite dimensional adaptive detection observer; nonlinear actuator faults; positive real infinite dimensional systems; time varying transition; Adaptive signal detection; Automatic control; Control systems; Fault detection; Hydraulic actuators; Mathematics; Monitoring; Nonlinear control systems; Robustness; USA Councils;
Conference_Titel :
Decision and Control, 2006 45th IEEE Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
1-4244-0171-2
DOI :
10.1109/CDC.2006.377374