Title :
Fault Detection of Networked Control Systems Based on Kalman Filter
Author :
Zhang, Yingwei ; Chen, Yu ; Meng, Qingfeng ; Wang, Ting
Author_Institution :
Coll. of Inf. & Eng., Northeastern Univ., Beijing
Abstract :
The fault detection for networked control systems with network induced time delay is discussed in this paper. The Kalman filter is designed to compensate the time delay. The residue is only related to fault and random disturbance. By computing the residue between the output of the practical system and the output of the Kalman filter, the fault detection scheme of NCS is given. The simulation results illustrate effectiveness of the proposed delay compensation method and fault detection method.
Keywords :
Kalman filters; control engineering computing; delays; fault diagnosis; nonlinear filters; Kalman filter; delay compensation method; fault detection; network induced time delay; networked control system; random disturbance; Communication system control; Delay effects; Fault detection; Networked control systems; Neural networks; Open loop systems; Robust control; Robust stability; Stability analysis; Uncertainty;
Conference_Titel :
Innovative Computing Information and Control, 2008. ICICIC '08. 3rd International Conference on
Conference_Location :
Dalian, Liaoning
Print_ISBN :
978-0-7695-3161-8
Electronic_ISBN :
978-0-7695-3161-8
DOI :
10.1109/ICICIC.2008.273