DocumentCode
2248491
Title
Fuzzy Petri nets for monitoring and recovery
Author
Racoceanu, Daniel ; Minca, Eugenia ; Zerhouni, Noureddine
Author_Institution
Lab. d´´Autom. de Besancon, CNRS, Basancon, France
Volume
3
fYear
2003
fDate
14-19 Sept. 2003
Firstpage
4318
Abstract
In this paper, we propose a unitary tool for modeling and analysis of discrete event systems monitoring. Uncertain knowledge of such tasks asks specific reasoning and adapted fuzzy logic modeling and analysis methods. In this context, we propose a new fuzzy Petri net called Fuzzy Reasoning Petri Net: the FRPN. The modeling consists in a set of two collaborative FRPN. The first is used for the fault dynamic state of the system by temporal spectrum of the marking. A monitoring fuzzy Petri net (MFPN) represents the fault tree. The second model, the recovery fuzzy Petri net (RFPN) corresponds to recovering activities. The two proposed models form a dynamic loop for production system monitoring and recovery. Production system is supposed to be modelized using temporal Petri nets, with the assumption that the primary fault symptoms are detected. These symptoms are considered in the MFPN and evolve according to all other derived faults of the system. Synchronizing signals, corresponding to different warning levels and alarms, form the interface between these two tools.
Keywords
Petri nets; discrete event systems; fault diagnosis; fault trees; fuzzy logic; process monitoring; production control; synchronisation; system recovery; adaptive fuzzy logic modelling; alarms; collaborative fuzzy reasoning Petri net; discrete event system analysis; discrete event system monitoring; dynamic loop; fault dynamic system state; fault tree; fuzzy Petri nets; primary fault symptoms detection; production system analysis; production system monitoring; synchronizing signals; temporal Petri net; temporal spectrum; unitary tool; Collaboration; Computerized monitoring; Discrete event systems; Fault detection; Fault trees; Fuzzy logic; Fuzzy reasoning; Fuzzy systems; Petri nets; Production systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Automation, 2003. Proceedings. ICRA '03. IEEE International Conference on
ISSN
1050-4729
Print_ISBN
0-7803-7736-2
Type
conf
DOI
10.1109/ROBOT.2003.1242268
Filename
1242268
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