用克里格控制分层法和统计推断的失效概率

T. Houret, P. Besnier, S. Vauchamp, P. Pouliguen
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引用次数: 0

摘要

研究故意电磁干扰(IEMI)的影响需要评估受害者设备故障的风险。由于攻击行为和装备的特性具有不确定性,攻击行为产生的约束和装备的易感性采用随机变量建模。本文在数值模拟的基础上,采用Kriging - Controlled Stratification方法来评估约束的概率分布,并利用统计推断来评估敏感性分布。我们展示了如何将它们结合起来,以推断受IEMI影响的设备的故障概率。通过对一个测试用例的分析,我们强调该方法提供了一个可靠的框架来估计失败的概率。
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Probability of Failure Using the Kriging - Controlled Stratification Method and Statistical Inference
Studying the effects of Intentional Electromagnetic Interference (IEMI) requires the assessment of the risk of failure of the victim's equipment. As the characteristics of the aggression and the equipment are uncertain, the constraint generated by the aggression and the susceptibility of the equipment are modelled by random variables. In this communication we adopt the Kriging - Controlled Stratification method to assess the probability distribution of the constraint based on numerical simulations and we make use of statistical inference to assess the susceptibility distribution. We show how to combine them in order to deduce the probability of failure of equipment subject to an IEMI. Through the analysis of a test case, we highlight that this methodology provides a credible framework to estimate the probability of failure.
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