Title :
Chronicle modeling by Petri nets for distributed detection of process failures
Author :
Boufaied, A. ; Subias, A. ; Combacau, M.
Author_Institution :
Lab. d´´Autom. et d´´Anal. des Syst., CNRS, Toulouse, France
Abstract :
In this paper, distributed detection of process failures is studied. Erroneous evolutions, corresponding to failure situations, are described by chronicles. Every chronicle is composed of a set of events, and of a set of time constraints between these events. A chronicle can be decomposed into sub-chronicles distributed into several monitoring sites (systems). The objective of a monitoring site is to recognize a sub-chronicle. A specific reasoning considering relative time between event occurrences is proposed to provide time consistency of the mechanisms set Combining t-time Petri nets and p-time Petri nets, p-t-time Petri nets are used to represent these chronicles. When the Petri net reaches a particular state, a sub-chronicle is recognized. A symptom is detected when all the sub-chronicles associated to the initial chronicle have been recognized.
Keywords :
Petri nets; failure analysis; process control; process monitoring; chronicle modeling; distributed detection; erroneous evolutions; events; monitoring sites; p-t-time Petri nets; p-time Petri nets; process failures; reasoning; subchronicles; t-time Petri nets; time consistency; time constraints; Actuators; Automatic control; Automation; Condition monitoring; Control systems; Event detection; Fault detection; Fault diagnosis; Petri nets; Time factors;
Conference_Titel :
Systems, Man and Cybernetics, 2002 IEEE International Conference on
Print_ISBN :
0-7803-7437-1
DOI :
10.1109/ICSMC.2002.1173288