首页> 外文会议>International Symposium on Constraint Databases(CDB 2004); 20040612-20040613; Paris; FR >Applying Constraint Databases in the Determination of Potential Minimal Conflicts to Polynomial Model-Based Diagnosis
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Applying Constraint Databases in the Determination of Potential Minimal Conflicts to Polynomial Model-Based Diagnosis

机译:应用约束数据库确定潜在的最小冲突以基于多项式模型的诊断

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Model-based Diagnosis allows the identification of the parts which fail in a system. The models are based on the knowledge of the system to diagnose, and may be represented by constraints associated to the components. The variables of these constraints can be observable or non-observable, depending on the situation of the sensors. In order to obtain the potential minimal diagnosis in a system, an important issue is related to finding out the potential minimal conflicts in an efficient way. We consider that Constraint Databases represent an excellent option in order to solve this problem in complex systems. In this work we have used a novel logical architecture of Constraint Databases which has allowed obtaining these potential conflicts by means of the corresponding queries. Moreover, we have considered Groebner Bases as a projection operator to obtain the potential minimal conflicts of a system. The first results obtained on this work, which are shown in a heat exchangers example, have been very promising.
机译:基于模型的诊断可以识别系统中发生故障的零件。这些模型基于要诊断的系统的知识,并且可以由与组件关联的约束表示。这些约束的变量可以是可观察的,也可以是不可观察的,具体取决于传感器的情况。为了获得系统中潜在的最小诊断,重要的问题涉及以有效方式找出潜在的最小冲突。我们认为约束数据库是解决复杂系统中此问题的绝佳选择。在这项工作中,我们使用了约束数据库的新型逻辑架构,该架构允许通过相应的查询来获取这些潜在的冲突。此外,我们已经考虑将Groebner Bases作为投影算子来获得系统的潜在最小冲突。在热交换器的示例中显示的从这项工作中获得的最初结果非常有希望。

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