Coordinated decentralized protocols for failure diagnosis of discrete event systems

被引:313
作者
Debouk, R [1 ]
Lafortune, S [1 ]
Teneketzis, D [1 ]
机构
[1] Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USA
来源
DISCRETE EVENT DYNAMIC SYSTEMS-THEORY AND APPLICATIONS | 2000年 / 10卷 / 1-2期
关键词
failure diagnosis; decentralized information; diagnostic protocols;
D O I
10.1023/A:1008335115538
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We address the problem of failure diagnosis in discrete event systems with decentralized information. We propose a coordinated decentralized architecture consisting of local sites communicating with a coordinator that is responsible for diagnosing the failures occurring in the system. We extend the notion of diagnosability, originally introduced in Sampath et al. (1995) for centralized systems, to the proposed coordinated decentralized architecture. We specify three protocols that realize the proposed architecture; each protocol is defined by the diagnostic information generated at the local sites, the communication rules used by the local sites, and the coordinator's decision rule. We analyze the diagnostic properties of each protocol. We also state and prove conditions for a language to be diagnosable under each protocol. These conditions are checkable off-line. The on-line diagnostic process is carried out using the diagnosers introduced in Sampath et al. (1995) or a slight variation of these diagnosers. The key features of the proposed protocols are: (i) they achieve, each under a set of assumptions, the same diagnostic performance as the centralized diagnoser; and (ii) they highlight the "performance vs. complexity'' tradeoff that arises in coordinated decentralized architectures. The correctness of two of the protocols relies on some stringent global ordering assumptions on message reception at the coordinator's site, the relaxation of which is briefly discussed.
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页码:33 / 86
页数:54
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