基于数学模型的多重故障诊断

L. Mhamdi, H. Dhouibi, N. Liouane, Z. Simeu-Abazi
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引用次数: 11

摘要

多故障诊断是一个具有挑战性的问题,因为候选故障数量随故障数量呈指数增长。多故障问题很重要,因为当发生多故障时,单故障假设可能导致不正确或失败的诊断。本文提出了一种基于模型的多故障诊断方法,该方法采用检测和定位技术。在监测和诊断系统发生中断或缺陷时,我们使用观测器来生成决策的残差。我们的贡献是提出了当多个故障类型的执行器或传感器影响系统时的诊断方法。
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Multiple fault diagnosis using mathematical models
Multiple fault diagnosis is a challenging problem because the number of candidates grows exponentially in the number of faults. The multiple fault problems is important, since the single fault assumption can lead to incorrect or failed diagnoses when multiple faults occur. In this work, we present an approach for diagnosing multi faults based on model using techniques of detection and localization. We use an observer to generate residuals for a decision in a stage of monitoring and diagnostic system when disruptions or defects occur. Our contribution is the proposal of a diagnostic method when multiple faults type actuators or sensors affect the system.
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