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Model-Based On-Line Monitoring Using a State Sensitive Fault Propagation Model

机译:使用状态敏感故障传播模型的基于模型的在线监视

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As the safety analyses of critical systems typically cease or reduce in their utility after system certification useful knowledge about the behaviour of the system in conditions of failure remains unused in the operational phase of the system lifecycle. In this paper, we show that this knowledge could be usefully exploited in the context of an online hazard-directed monitoring scheme in which a suitable specification derived from design models and safety analyses forms a reference monitoring model. As a practical application of this approach, we propose a safety monitor that can operate on such models to support the on-line detection, diagnosis and control of hazardous failures in real-time. We discuss the development of the monitoring model and report on a case study that we performed on a laboratory model of an aircraft fuel system.
机译:由于关键系统的安全分析通常在系统认证后就停止或减少其效用,因此在系统生命周期的运营阶段,仍未使用有关故障情况下系统行为的有用知识。在本文中,我们表明,在基于危害的在线监测方案的上下文中可以有效地利用此知识,在该方案中,从设计模型和安全分析得出的适当规范将构成参考监测模型。作为这种方法的实际应用,我们提出了一种可以在此类模型上运行的安全监控器,以支持对危险故障进行实时在线检测,诊断和控制。我们讨论了监控模型的开发,并报告了我们在飞机燃油系统的实验室模型上进行的案例研究。

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