Title :
Fault detection in electro-hydraulic servo-positioning systems using sequential test of Wald
Author :
Khan, H. ; Abou, S. ; Sepehri, N.
Author_Institution :
Dept. of Mech. & Ind. Eng., Manitoba Univ., Winnipeg, Man., Canada
Abstract :
Presents a scheme for fault detection in hydraulic servo positioning systems using analytical redundancy. A fault is understood as a malfunction in the dynamic system that leads to an unacceptable anomaly in the overall system´s performance. The approach taken is to first construct a nonlinear observer. The actuator´s linear velocity is taken as input to the observer. The cumulative sum of the residuals, taken from the difference between the actual and the observed velocities, is then used in a sequential test of Wald to determine the occurrence of a fault. Experiments are conducted for faults due to incorrect supply pressures as well as sensor faults. Results show the efficacy and the promise of the proposed scheme.
Keywords :
decision theory; electrohydraulic control equipment; fault diagnosis; observers; position control; probability; servomechanisms; stability; state-space methods; valves; analytical redundancy; dynamic system; electro-hydraulic servo-positioning systems; fault detection; incorrect supply pressures; linear velocity; nonlinear observer; residuals; sensor faults; sequential Wald test; Aerospace control; Fault detection; Hydraulic actuators; Hydraulic systems; Nonlinear systems; Observers; Seals; Sequential analysis; State estimation; System testing;
Conference_Titel :
Electrical and Computer Engineering, 2002. IEEE CCECE 2002. Canadian Conference on
Print_ISBN :
0-7803-7514-9
DOI :
10.1109/CCECE.2002.1013000