Title :
Robust observer-based fault detection for periodic systems
Author :
Fadali, M. Sami ; Gummuluri, S.
Author_Institution :
Dept. of Electr. Eng., Nevada Univ., Reno, NV, USA
Abstract :
We provide an observer-based fault detection and isolation scheme for periodic systems. The observer is designed using the lift for the periodic system. To provide robustness with respect to disturbance inputs, we develop a novel parity approach for periodic systems. Disturbance rejection is achieved by designing a finite impulse response (FIR) annihilator for the transfer function of the system lift with the disturbance as input. The resulting annihilator is then used to obtain constant weighting matrices for the residuals of the periodic system at different sampling points. Two illustrative examples, including computer simulation of the periodic systems, are provided
Keywords :
linear systems; matrix algebra; observers; state-space methods; time-varying systems; transfer functions; transient response; FIR annihilator; constant weighting matrices; disturbance rejection; fault detection and isolation; finite impulse response annihilator; periodic systems; robust observer-based fault detection; transfer function; Chemical processes; Computer simulation; Control system synthesis; Delay; Electrical fault detection; Fault detection; Finite impulse response filter; Robustness; Sampling methods; Transfer functions;
Conference_Titel :
American Control Conference, 2001. Proceedings of the 2001
Conference_Location :
Arlington, VA
Print_ISBN :
0-7803-6495-3
DOI :
10.1109/ACC.2001.945588