Distributed Causal Model-Based Diagnosis Based on Interacting Behavioral Petri Nets

This paper deals with the problem of causal model-based diagnosis of distributed systems. The setting we consider is a collection of interacting behavioral Petri nets (BPNs). Each BPN model represents the causal behavioral model of one subsystem and its interactions with neighboring subsystems. Interactions among subsystems are modeled by tokens that pass from one model to another via common places. Diagnosis reasoning scheme exploits, in a first step a backward reachability analysis on each net model to obtain local diagnoses; and in a second step, it exploits a forward reachability analysis for ensuring that local diagnoses are consistent and form global ones.

[1]  C. D. Bocaniala,et al.  NOVEL FRAMEWORK FOR USING CAUSAL MODELS IN DISTRIBUTED FAULT DIAGNOSIS , 2004 .

[2]  Luigi Portinale,et al.  B-W Analysis: A Backward Reachability Analysis for Diagnostic Problem Solving Suitable to Parallel Implementation , 1994, Application and Theory of Petri Nets.

[3]  Tadao Murata,et al.  Petri nets: Properties, analysis and applications , 1989, Proc. IEEE.

[4]  Stéphane Lafortune,et al.  A DISTRIBUTED ALGORITHM FOR ON-LINE DIAGNOSIS OF PLACE-BORDERED PETRI NETS , 2005 .

[5]  Nico Roos,et al.  Multi-Agent Diagnosis with spatially distributed knowledge , 2002 .

[6]  Kurt Lautenbach,et al.  A Petri net representation of Bayesian message flows: importance of Bayesian networks for biological applications , 2009, Natural Computing.

[7]  René Boel,et al.  Petri Net model-based Distributed Fault Diagnosis for large Interacting Systems , 2005 .

[8]  Luigi Portinale Exploiting T-invariant Analysis in Diagnostic Reasoning on a Petri Net Model , 1993, Application and Theory of Petri Nets.

[9]  Luigi Portinale Improving Model-Based Diagnosis through Algebraic Analysis: The Petri Net Challenge , 1996, AAAI/IAAI, Vol. 2.

[10]  Pietro Torasso,et al.  A spectrum of logical definitions of model‐based diagnosis 1 , 1991, Comput. Intell..

[11]  Stéphane Lafortune,et al.  Failure diagnosis of dynamic systems: an approach based on discrete event systems , 2001, Proceedings of the 2001 American Control Conference. (Cat. No.01CH37148).

[12]  R. Boel,et al.  Petri Net model-based distributed diagnosis for large interacting systems , 2005 .

[13]  David Poole,et al.  Normality and Faults in Logic-Based Diagnosis , 1989, IJCAI.

[14]  Michaël Rusinowitch,et al.  A New Diagnosis Approach by Deduction and Abduction , 1990, Expert Systems in Engineering.

[15]  Raja Sengupta,et al.  Diagnosability of discrete-event systems , 1995, IEEE Trans. Autom. Control..

[16]  L. Console,et al.  Hypothetical Reasoning in Causal Models , 1990 .