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Context-Sensitive Diagnosis of Discrete-Event Systems

机译:离散事件系统的上下文敏感诊断

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Since the seminal work of Sampath et al. in 1996, despite the subsequent flourishing of techniques on diagnosis of discrete-event systems (DESs), the basic notions of fault and diagnosis have been remaining conceptually unchanged. Faults are defined at component level and diagnoses incorporate the occurrences of component faults within system evolutions: diagnosis is context-free. As this approach may be unsatisfactory for a complex DES, whose topology is organized in a hierarchy of abstractions, we propose to define different diagnosis rules for different subsystems in the hierarchy. Relevant fault patterns are specified as regular expressions on patterns of lower-level subsystems. Separation of concerns is achieved and the expressive power of diagnosis is enhanced: each subsystem has its proper set of diagnosis rules, which may or may not depend on the rules of other subsystems. Diagnosis is no longer anchored to components: it becomes context-sensitive. The approach yields seemingly contradictory but nonetheless possible scenarios: a subsystem can be normal despite the faulty behavior of a number of its components (positive paradox); also, it can be faulty despite the normal behavior of all its components (negative paradox).
机译:自SAMPATH等人的开创性工作以来。 1996年,尽管随后对离散事件系统(DESS)诊断的技术蓬勃发展,但断层和诊断的基本概念仍然存在概念性不变。故障在组件级别定义,并诊断在系统演变中纳入组件故障的发生:诊断是无与伦比的。由于这种方法对于一个复杂的DES可能不满意,其拓扑在抽象层次中组织,我们建议为层次结构中的不同子系统定义不同的子系统的不同诊断规则。相关的故障模式被指定为较低级别子系统模式的正则表达式。达到关注的分离,诊断的表现力增强:每个子系统都有其适当的诊断规则,可能或可能不依赖于其他子系统的规则。诊断不再锚定组件:它变成了上下文敏感。这种方法结果看似矛盾,但仍然可能的情景:尽管有许多组件的错误行为(阳性悖论),但子系统可能是正常的。此外,尽管所有其组件(负悖论)的正常行为,它可能是有问题的。

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