Title :
Adaptive thresholding for fault detection in networked control systems
Author :
Al-Salami, I.M. ; Chabir, K. ; Sauter, D. ; Aubrun, C.
Author_Institution :
CRAN, Nancy Univ., Vandoeuvre, France
Abstract :
This paper studies the problem of fault detection in networked control systems. In the residual generation, the effect of the networked induced bounded delays as well as the noise is reduced. The minimization of false alarm rate caused from unknown inputs as well as the variation of control inputs is achieved in the residual evaluation stage. This includes the design of an adaptive threshold. An illustrating example is given to show the efficiency of the obtained results.
Keywords :
adaptive control; delays; distributed control; minimisation; adaptive thresholding; false alarm rate minimization; fault detection; networked control systems; networked induced bounded delays; residual generation; Adaptation model; Control systems; Delay; Fault detection; Generators; Kalman filters; Noise;
Conference_Titel :
Control Applications (CCA), 2010 IEEE International Conference on
Conference_Location :
Yokohama
Print_ISBN :
978-1-4244-5362-7
Electronic_ISBN :
978-1-4244-5363-4
DOI :
10.1109/CCA.2010.5611154