Title :
Optimal auxiliary input for fault detection based on Kullback divergence
Author :
Hatanaka, Toshiharu ; Uosaki, Katsuji
Author_Institution :
Dept. of Inf. & Knowledge Eng., Tottori Univ., Japan
Abstract :
The introduction of an auxiliary input may be useful to detect system faults quickly without affecting the original system behavior in normal mode. Such an auxiliary input is designed to enlarge the distance between the system models corresponding to the normal and fault modes. The distance can be measured by the Kullback divergence. This paper deals with the optimal design of the auxiliary for the fault detection of dynamical systems. Numerical simulation results indicate the applicability of the proposed auxiliary input in fault detection
Keywords :
failure analysis; fault diagnosis; numerical analysis; optimisation; reliability; Kullback divergence; dynamical systems; fault detection; fault modes; normal modes; numerical simulation; optimal auxiliary input; optimal design; system models; Adaptive signal detection; Fault detection; Geophysical measurements; Image analysis; Life estimation; Numerical simulation; Signal analysis; Signal design; System testing; Uncertainty;
Conference_Titel :
Industrial Electronics Society, 2000. IECON 2000. 26th Annual Confjerence of the IEEE
Conference_Location :
Nagoya
Print_ISBN :
0-7803-6456-2
DOI :
10.1109/IECON.2000.972537