机内测试系统虚警问题的数学模型分析
Mathematical Model Analysis of False Alarm in Mechatronics Built-in Test Systems
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摘要: 根据虚警产生的机理及机内测试(BIT)系统信息处理流程对虚警率建模.基于Bayes概率分析构建了传 统BIT系统虚警率的分析模型.为降低虚警率,提出嵌入数据异常检测和恢复功能的BIT系统改进模型,并证 明了该模型的有效性.对影响FAR的因素进行了系统分析.分析表明,影响虚警率的主要特性参数有诊断层的 虚警率以及传感层的漏警率和故障率.Abstract: Based on the mechanism of the false alarm and built-in test (BIT) system information treating process, a model was established for calculating false alarm rate (FAR). Based on the Bayes probability, an analysis model for FAR in general BIT systems was established. For decreasing FAR, an improved model for BIT systems with embedded abnormal data detecting and renewing functions was proposed, and the effectiveness of the proposed model was proved. The factors affecting FAR were analyzed systematically, revealing that the main characteristic parameters include the FAR on diagnosis layer and the missed alarm rate and fault rate on sensor layer.
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Key words:
- mathematical model /
- sensor /
- BIT /
- FAR
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