DocumentCode
3467967
Title
Multiple fault diagnosis of discrete event systems using Petri Nets
Author
Fliss, I. ; Tagina, Moncef
Author_Institution
SOIE Lab., Univ. of Tunis, Tunis, Tunisia
fYear
2011
fDate
3-5 March 2011
Firstpage
1
Lastpage
6
Abstract
Discrete event systems is a class of dynamic systems, which evolutions are characterized by asynchronous occurrences of discrete events. The complexity of these systems is important. This complexity can make fault appearance very often. For this reason, the diagnosis task is needed as it is one of the key technologies guaranteeing the system safety and reliability. In this context, this paper deals with discrete event systems diagnosis. We propose a general approach based on the use of Petri Nets in order to on-line diagnose multiple event and state faults. Petri Nets are particularly useful as they are intuitive graphical modelling language and advanced formal analysis method. Nowadays, they are considered as one of the main formalisms for modelling, analysis and control of discrete event systems (DES). Petri Nets are used, in our work, for modelling and diagnosis purposes. The proposed approach consists in defining a diagnosis Coverability tree and using invariants to check the system place and state faults. To test the effectiveness of the proposed approach a diagnosis benchmark is used: the three-tank hydraulic system. A comparison between the results given by using the proposed Petri Nets approach and those given by automata tool is finally made.
Keywords
Petri nets; discrete event systems; fault diagnosis; hydraulic systems; reliability theory; safety; tanks (containers); trees (mathematics); Petri nets; advanced formal analysis method; automata tool; diagnosis coverability tree; diagnosis task; discrete event system; dynamic system; fault diagnosis; graphical modelling language; system reliability; system safety; three-tank hydraulic system; Automata; Discrete event systems; Fault detection; Fault diagnosis; Firing; Monitoring; Petri nets; Discrete Event Systems(DES); Petri Nets; coverabilty tree; diagnosis; invariants; multiple faults;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications, Computing and Control Applications (CCCA), 2011 International Conference on
Conference_Location
Hammamet
Print_ISBN
978-1-4244-9795-9
Type
conf
DOI
10.1109/CCCA.2011.6031430
Filename
6031430
Link To Document