基于混合方法的受控连续系统故障诊断:一个案例研究

M. Cerrada, Joffre Ortiz, Réne-Vinicio Sánchez
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引用次数: 1

摘要

本文采用一种混合方法设计了被控连续系统在执行器饱和状态下的故障诊断器。将离散系统与容错状态、非容错状态和故障事件相关联,采用混合有限状态自动机(HFSA)对离散动态系统进行建模。通过定义从与连续动态相关的残差中识别的新事件来扩展离散动态,并使用模型匹配策略控制连续动态。得到了被控系统的混合语言,并将HFSA扩展为可观察事件,提出了离散诊断器来识别系统中存在的非容错模式和故障。该方法旨在为工业过程提出实时诊断系统。
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Fault Diagnosis for Controlled Continuous Systems from a Hybrid Approach: A Case Study
This paper applies a hybrid approach to design a fault diagnoser for controlled continuous systems under actuator saturation. The discrete system is associated to fault tolerant states, non fault-tolerant states and fault events, and the discrete dynamic is modelled by using a Hybrid Finite State Automaton (HFSA). The discrete dynamic is extended by defining new events that are identified from the residuals associated to the continuous dynamics which is controlled by using a model matching strategy. The hybrid language is obtained for the controlled system and the HFSA is extended with observable events in order to propose the discrete diagnoser to identify the non-fault tolerant modes and the faults that exist in the system. This approach aims to propose real-time diagnostic systems for industrial processes.
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