Diagnosis of repeated failures for discrete event systems with linear-time temporal-logic specifications

In our earlier work, we introduced a state-based approach for the diagnosis of repeatedly occurring failures in discrete event systems (DESs). Since temporal logic provides a simpler way of specifying system properties; in this paper, a temporal-logic-based approach for diagnosing the occurrence of...

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Veröffentlicht in:IEEE transactions on automation science and engineering 2006-01, Vol.3 (1), p.47-59
Hauptverfasser: Shengbing Jiang, Kumar, R.
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description In our earlier work, we introduced a state-based approach for the diagnosis of repeatedly occurring failures in discrete event systems (DESs). Since temporal logic provides a simpler way of specifying system properties; in this paper, a temporal-logic-based approach for diagnosing the occurrence of a repeated number of failures is developed. Linear-time temporal-logic (LTL) formulae are used to represent the specifications of DESs. Notions of prediagnosability for failures and diagnosability for repeated failures are introduced in the setting of temporal logic. A polynomial algorithm for the test of prediagnosability for failures is provided. The diagnosis problem for repeated failures in the temporal-logic setting is reduced to one in a state-based setting, and so the prior results of a state-based repeated failure diagnosis can be applied. Finally, a simple example is given for illustration. Note to Practitioners-Certain failures in a system are repeatable, such as routing errors in a manufacturing system. A theory for the diagnosis of such failures was presented in an earlier work of Jiang et al. The present paper uses temporal logic to specify such failures. It turns out that repeatable failures can be specified as violations of invariant properties (i.e., properties that must always hold). Given an invariant property that the system must always satisfy, an algorithm is presented to refine the system model and label those states of the refined system where the property is violated. The problem of repeated diagnosis then requires determining, within a bounded delay, each time a "failure-state" is visited. For this analysis, the existing theory developed by Jiang et al. is used.
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The present paper uses temporal logic to specify such failures. It turns out that repeatable failures can be specified as violations of invariant properties (i.e., properties that must always hold). Given an invariant property that the system must always satisfy, an algorithm is presented to refine the system model and label those states of the refined system where the property is violated. The problem of repeated diagnosis then requires determining, within a bounded delay, each time a "failure-state" is visited. For this analysis, the existing theory developed by Jiang et al. is used.</description><identifier>ISSN: 1545-5955</identifier><identifier>EISSN: 1558-3783</identifier><identifier>DOI: 10.1109/TASE.2005.860613</identifier><identifier>CODEN: ITASC7</identifier><language>eng</language><publisher>Piscataway, NJ: IEEE</publisher><subject>Algorithms ; Applied sciences ; Combinatorics ; Computer science; control theory; systems ; Control theory. 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Systems</topic><topic>Delay</topic><topic>Delay effects</topic><topic>Diagnosis</topic><topic>Diagnostics</topic><topic>Discrete event system</topic><topic>Discrete event systems</topic><topic>Event detection</topic><topic>Event driven simulation</topic><topic>Exact sciences and technology</topic><topic>Failure</topic><topic>Failure analysis</topic><topic>Formal specifications</topic><topic>Invariants</topic><topic>linear-time temporal logic (LTL)</topic><topic>Logic</topic><topic>Logic programming</topic><topic>Manufacturing systems</topic><topic>Operational research and scientific management</topic><topic>Operational research. Management science</topic><topic>Polynomials</topic><topic>Reliability theory. 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The present paper uses temporal logic to specify such failures. It turns out that repeatable failures can be specified as violations of invariant properties (i.e., properties that must always hold). Given an invariant property that the system must always satisfy, an algorithm is presented to refine the system model and label those states of the refined system where the property is violated. The problem of repeated diagnosis then requires determining, within a bounded delay, each time a "failure-state" is visited. For this analysis, the existing theory developed by Jiang et al. is used.</abstract><cop>Piscataway, NJ</cop><pub>IEEE</pub><doi>10.1109/TASE.2005.860613</doi><tpages>13</tpages></addata></record>
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subjects Algorithms
Applied sciences
Combinatorics
Computer science
control theory
systems
Control theory. Systems
Delay
Delay effects
Diagnosis
Diagnostics
Discrete event system
Discrete event systems
Event detection
Event driven simulation
Exact sciences and technology
Failure
Failure analysis
Formal specifications
Invariants
linear-time temporal logic (LTL)
Logic
Logic programming
Manufacturing systems
Operational research and scientific management
Operational research. Management science
Polynomials
Reliability theory. Replacement problems
repeated failure diagnosis
Research and development
Routing
Specifications
System testing
Temporal logic
title Diagnosis of repeated failures for discrete event systems with linear-time temporal-logic specifications
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