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A Framework for Decentralized Qualitative Model-Based Diagnosis

机译:基于分散的定性模型诊断的框架

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In this paper we propose a framework for decentralized model-based diagnosis of complex systems modeled with qualitative constraints and whose models are distributed among their subsystems. We assume that Local Diagnosers are associated with subsystems and are coordinated by a Supervisor which acts as the diagnoser for the complex system. The Local Diagnosers and the Supervisor communicate via a standard interface and share a common modeling ontology. In this diagnostic architecture, connections between subsystems only need to be known at runtime, thus allowing for dynamic (re)configuration of the system. The approach is designed to compute partial hypotheses in order to avoid unnecessary queries to Local Diagnosers.
机译:在本文中,我们为基于定性约束建模的复杂系统的基于分散模型的诊断提出了一个框架,该模型的模型分布在各个子系统之间。我们假设本地诊断程序与子系统相关联,并且由充当复杂系统诊断程序的主管协调。本地诊断人员和主管通过标准接口进行通信,并共享通用的建模本体。在这种诊断体系结构中,仅需要在运行时知道子系统之间的连接,从而可以动态(重新)配置系统。该方法旨在计算部分假设,以避免对本地诊断人员进行不必要的查询。

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