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Fundamentals of Model-Based Diagnosis of Dynamic Systems

机译:基于模型的动态系统诊断基础

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The paper discusses theoretical foundations and practical aspects of applying model-based diagnosis (particularly consistency-based diagnosis) to dynamic systems. Many approaches to this task take it for granted that it requires simulation of the system being diagnosed. We present conditions for avoiding the often prohibitively expensive step of simulation, which are stated as properties of the model and the predictive algorithm and the observability of the system. The results provide design criteria for models and diagnostic systems and a foundation for tackling new significant types of applications. This fact is illustrated by a case study on diagnosis of the hydraulic circuit of an anti-lock braking system.
机译:本文讨论了将基于模型的诊断(尤其是基于一致性的诊断)应用于动态系统的理论基础和实践方面。这项任务的许多方法都认为需要模拟被诊断的系统是理所当然的。我们提出了避免通常过于昂贵的仿真步骤的条件,这些条件被表示为模型的属性以及预测算法和系统的可观察性。结果为模型和诊断系统提供了设计标准,并为解决新型的重要应用奠定了基础。通过对防抱死制动系统的液压回路进行诊断的案例研究说明了这一事实。

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