Distributed diagnosis under bounded-delay communication of immediately forwarded local observations

In this paper, we study distributed failure diagnosis under k-bounded communication delay, where each local site transmits its observations to other sites immediately after each observation, and which is received within at most k more event executions of the plant. This work extends our prior work on decentralized failure diagnosis that did not allow any communication among the local sites. A notion of joint diagnosability is introduced so that any failure can be diagnosed within a bounded delay of its occurrence by one of the local sites using its own observations and the k-bounded delayed observations received from other local sites. The local sites communicate among each other using an "immediate observation passing (iop)" protocol, forwarding any observation immediately up on its occurrence. We construct models for k-bounded communication delay, and use them to extend the system and non-fault specification models for capturing the effect of bounded-delay communication. Using the extended system and specification models, the distributed diagnosis problem under the immediate observation passing protocol is then converted to a decentralized diagnosis problem. Results from [W. Qiu and R. Kumar, 2004] are applied for verifying joint/sub k/ /sup iop/-diagnosability, and for synthesizing local diagnosers. Methods by which complexity of testing joint/sub k/ /sup iop/-diagnosability and of on-line diagnosis can be reduced are presented.

[1]  W. Qiu,et al.  Decentralized failure diagnosis of discrete event systems , 2006, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[2]  Wenbin Qiu,et al.  DECENTRALIZED DIAGNOSIS OF EVENT-DRIVEN SYSTEMS FOR SAFELY REACTING TO FAILURES , 2005 .

[3]  Stéphane Lafortune,et al.  On the Effect of Communication Delays in Failure Diagnosis of Decentralized Discrete Event Systems , 2003, Discret. Event Dyn. Syst..

[4]  Mischa Schwartz,et al.  Simple finite-state fault detectors for communication networks , 1992, IEEE Trans. Commun..

[5]  A. D. Pouliezos,et al.  Real time fault monitoring of industrial processes , 1994 .

[6]  Shengbing Jiang,et al.  Diagnosis of repeated failures for discrete event systems with linear-time temporal-logic specifications , 2006, IEEE Transactions on Automation Science and Engineering.

[7]  Shengbing Jiang,et al.  A polynomial algorithm for testing diagnosability of discrete-event systems , 2001, IEEE Trans. Autom. Control..

[8]  Shengbing Jiang,et al.  Failure diagnosis of discrete-event systems with linear-time temporal logic specifications , 2004, IEEE Transactions on Automatic Control.

[9]  Humberto E. Garcia,et al.  Model-based detection of routing events in discrete flow networks , 2005, Autom..

[10]  Shengbing Jiang,et al.  Diagnosis of repeated/intermittent failures in discrete event systems , 2003, IEEE Trans. Robotics Autom..

[11]  S. Laurie Ricker,et al.  Decentralized failure diagnosis with asynchronous communication between supervisors , 2001, 2001 European Control Conference (ECC).

[12]  S. R. Das,et al.  Characterizing a confidence space for discrete event timings for fault monitoring using discrete sensing and actuation signals , 2000, IEEE Trans. Syst. Man Cybern. Part A.

[13]  J.H. van Schuppen,et al.  Decentralized failure diagnosis for discrete-event systems with costly communication between diagnosers , 2002, Sixth International Workshop on Discrete Event Systems, 2002. Proceedings..

[14]  Raymond E. Miller,et al.  Fault identification in networks by passive testing , 2001, Proceedings. 34th Annual Simulation Symposium.

[15]  John Lygeros,et al.  Communication protocols for a fault-tolerant automated highway system , 2000, IEEE Trans. Control. Syst. Technol..

[16]  Lawrence E. Holloway,et al.  Template languages for fault monitoring of timed discrete event processes , 2000, IEEE Trans. Autom. Control..

[17]  W. M. Wonham,et al.  Distributed diagnosis for qualitative systems , 2002, Sixth International Workshop on Discrete Event Systems, 2002. Proceedings..

[18]  John Lygeros,et al.  A fault tolerant control architecture for automated highway systems , 2000, IEEE Trans. Control. Syst. Technol..

[19]  Albert Benveniste,et al.  Diagnosis of asynchronous discrete-event systems: a net unfolding approach , 2003, IEEE Trans. Autom. Control..

[20]  Stéphane Lafortune,et al.  Failure diagnosis using discrete-event models , 1996, IEEE Trans. Control. Syst. Technol..

[21]  Stéphane Lafortune,et al.  Coordinated decentralized protocols for failure diagnosis of discrete event systems , 1998, SMC'98 Conference Proceedings. 1998 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.98CH36218).

[22]  Demosthenis Teneketzis,et al.  Active diagnosis of discrete-event systems , 1998 .

[23]  H. Garcia,et al.  Event diagnosis of discrete-event systems with uniformly and nonuniformly bounded diagnosis delays , 2004, Proceedings of the 2004 American Control Conference.

[24]  Stéphane Lafortune,et al.  Safe diagnosability for fault-tolerant supervision of discrete-event systems , 2005, Autom..

[25]  W.M. Wonham,et al.  Fault diagnosis in timed discrete-event systems , 1999, Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304).

[26]  Vijay K. Garg,et al.  Modeling and Control of Logical Discrete Event Systems , 1994 .

[27]  Stéphane Lafortune,et al.  Coordinated Decentralized Protocols for Failure Diagnosis of Discrete Event Systems , 2000, Discret. Event Dyn. Syst..

[28]  Shahin Hashtrudi-Zad,et al.  Fault diagnosis in discrete-event systems: framework and model reduction , 2003, IEEE Trans. Autom. Control..

[29]  W. M. Wonham,et al.  The control of discrete event systems , 1989 .

[30]  Stavros Tripakis,et al.  Fault Diagnosis for Timed Automata , 2002, FTRTFT.

[31]  Christoforos N. Hadjicostis,et al.  Power system monitoring based on relay and circuit breaker information , 2001, ISCAS 2001. The 2001 IEEE International Symposium on Circuits and Systems (Cat. No.01CH37196).

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

[33]  Feng Lin,et al.  Diagnosability of discrete event systems and its applications , 1994, Discret. Event Dyn. Syst..

[34]  Yin Wang,et al.  Decentralized Diagnosis of Discrete Event Systems using Unconditional and Conditional Decisions , 2005, Proceedings of the 44th IEEE Conference on Decision and Control.

[35]  Stéphane Lafortune,et al.  Diagnosis of Intermittent Faults , 2004, Discret. Event Dyn. Syst..

[36]  Lawrence E. Holloway,et al.  Distributed fault monitoring in manufacturing systems using concurrent discrete-event observations , 1994 .

[37]  Stéphane Lafortune,et al.  Polynomial-time verification of diagnosability of partially observed discrete-event systems , 2002, IEEE Trans. Autom. Control..