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Improved diagnosis by combining structural and process knowledge

机译:通过结合结构和过程知识来改善诊断

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This paper presents an approach for using process knowledge in addition to structural knowledge for plant-wide diagnosis. System diagnosis based on fault-detection and fault-diagnosis often uses structural knowledge (e.g. hierarchies of sub-systems and components) to identify the root cause of faults and malfunctions. The structural knowledge describes the internal relationships of a plant and is particularly suitable for diagnosis if an assembly or component breaks down, which affects other parts of the system. However, the root cause of faults cannot always be identified based on structural knowledge alone, but information about the processes (e.g. production processes) is required in addition. Based on an integration of the VDI/VDE-guideline 3682 “Formalized process description” the authors present a method to consider process knowledge for an improved system diagnosis.
机译:本文提出了一种方法,除了结构知识外,还使用过程知识进行全厂范围的诊断。基于故障检测和故障诊断的系统诊断通常使用结构知识(例如子系统和组件的层次结构)来确定故障和故障的根本原因。结构知识描述了工厂的内部关系,并且特别适合于如果组件或组件发生故障(这会影响系统的其他部分)的诊断。但是,不能仅基于结构知识总是确定故障的根本原因,而是还需要有关过程(例如生产过程)的信息。基于VDI / VDE指南3682“形式化过程描述”的集成,作者提出了一种考虑过程知识以改进系统诊断的方法。

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