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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:由于Sampath等人的开创性工作。在1996年,尽管随后出现了用于离散事件系统(DES)的诊断技术,但故障和诊断的基本概念在概念上保持不变。故障是在组件级别定义的,并且诊断将组件故障的发生纳入系统演进:诊断是无上下文的。由于此方法对于拓扑结构按抽象层次结构组织的复杂DES可能无法令人满意,因此我们建议为层次结构中的不同子系统定义不同的诊断规则。相关故障模式被指定为低级子系统模式的正则表达式。实现关注点分离,并增强诊断的表达能力:每个子系统都有其适当的诊断规则集,该规则可能取决于也可能不取决于其他子系统的规则。诊断不再局限于组件:它变得对上下文敏感。这种方法似乎产生了矛盾,但仍然可能出现以下情况:尽管子系统的许多组件有错误的行为(正悖论),子系统仍然可以正常。同样,尽管其所有组件的行为正常(负悖论),它也可能是有缺陷的。

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