Title :
On the representation of sensor faults in fault detection filters
Author :
Park, Jaebong ; Rizzoni, Giorgio ; Ribbens, William B.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Michigan Univ., Ann Arbor, MI, USA
Abstract :
Presents an extension of the well known Beard-Jones detection filter that permits the isolation of sensor faults in a dynamic system to a fixed direction. The method is based on augmenting the system equations by an auxiliary state to represent the dynamic behavior of the sensor fault, and in effect converts the sensor fault into the same form as an actuator fault. The only condition required is observability of the original system. This method can be applied to both open-loop and closed-loop systems, and this is an advantage over traditional design methods
Keywords :
closed loop systems; detectors; fault location; filtering and prediction theory; identification; observability; state-space methods; Beard-Jones detection filter; actuator fault; closed-loop systems; dynamic behavior; dynamic system; fault detection filters; faults isolation; observability; open-loop systems; sensor faults; Actuators; Computer science; Electrical fault detection; Fault detection; Filters; Mechanical engineering; Mechanical sensors; Observability; Predictive models; Sensor systems;
Conference_Titel :
Decision and Control, 1993., Proceedings of the 32nd IEEE Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
0-7803-1298-8
DOI :
10.1109/CDC.1993.325484