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
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;
Conference_Titel :
Robotics and Automation, 2003. Proceedings. ICRA '03. IEEE International Conference on
Print_ISBN :
0-7803-7736-2
DOI :
10.1109/ROBOT.2003.1242268