Title :
Intermittent failure diagnosis in industrial processes
Author :
Correcher, A. ; Garcia, E. ; Morant, F. ; Quiles, E. ; Blasco-Gimenez, R.
Author_Institution :
Dept. of Syst. Eng. & Control, Univ. Politecnica de Valencia, Spain
Abstract :
Intermittent failure diagnosis based on discrete event system (DES) in industrial processes is studied. Intermittent failures are defined as failures that can automatically recover once they have occurred. In this paper this sort of failures are modeled and some characteristic parameters are defined. The original approach to diagnose permanent failures is revisited and extended in order to include new diagnosis skills in the diagnosers. The developed methodology is applied to a classical industrial subprocess system composed by a pump and a valve. The developed diagnoser and this example are simulated in Matlab, employing Simulink for the continuous model and stateflow for the DES diagnoser.
Keywords :
discrete event systems; failure analysis; fault diagnosis; finite automata; industrial engineering; Matlab; Simulink; diagnosers; diagnosis skills; discrete event system; finite automata; industrial processes; industrial subprocess system; intermittent failure diagnosis; permanent failures; pump; valve; Aerospace industry; Aircraft; Automatic control; Circuit testing; Degradation; Discrete event systems; Electrical equipment industry; Fault diagnosis; Neural networks; Preventive maintenance;
Conference_Titel :
Industrial Electronics, 2003. ISIE '03. 2003 IEEE International Symposium on
Print_ISBN :
0-7803-7912-8
DOI :
10.1109/ISIE.2003.1267909