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Hybrid, recursive, nested monitoring of control systems using Petri nets and particle filters

机译:使用Petri网和粒子滤波器对控制系统进行混合,递归,嵌套式监视

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In this paper we propose a recursive and nested hybrid monitoring and diagnosis architecture for systems with Recursive Nested Behaviour-based Control structure. Such systems consist of behavioural levels, which use several models on different levels of abstractions. In this architecture scheme, the monitors of each subsystem use recursively the output of the monitors of the next lower level in order to get an estimate of the global status of the system at each time and having the advantage of low dimensionality for each level. The proposed monitoring structure is based on hybrid Petri Nets and particle filters. The advantages of the approach are illustrated by an example for a Heating Control System.
机译:在本文中,我们针对具有基于递归嵌套行为的控制结构的系统,提出了一种递归和嵌套的混合监视和诊断架构。这样的系统由行为级别组成,这些行为级别在不同的抽象级别上使用多个模型。在此体系结构方案中,每个子系统的监视器都递归使用下一个较低级别的监视器的输出,以便每次获取对系统全局状态的估计,并具有针对每个级别的低维度的优势。所提出的监视结构基于混合Petri网和粒子过滤器。通过加热控制系统示例说明了该方法的优点。

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