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Reliability modeling of hard real-time systems

机译:硬实时系统的可靠性建模

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A hard real-time control system, such as a fly-by-wire system, fails catastrophically (e.g., lose stability) if its control input is not updated by its digital controller computer within a certain time limit called the hard deadline. To assess and validate system reliability by using a semi-Markov model that explicitly contains the deadline information, we propose a path-space approach deriving the upper and lower bounds of the probability of system failure. These bounds are derived by using only simple parameters, and they are especially suitable for highly-reliable systems which must recover quickly. Analytical bounds are derived for both exponential and Weibull failure distributions, which have proven effective through numerical examples, while considering three repair strategies: repair-as-good-as-new, repair-as-good-as-old, and repair-better-than-old.
机译:如果诸如电传操纵系统之类的硬实时控制系统在其称为硬期限的特定时限内未由其数字控制器计算机更新其控制输入,则将导致灾难性的故障(例如,失去稳定性)。为了使用明确包含截止日期信息的半马尔可夫模型评估和验证系统可靠性,我们提出了一种路径空间方法,得出系统故障概率的上限和下限。这些界限仅通过使用简单的参数即可得出,它们特别适用于必须快速恢复的高度可靠的系统。推导了指数分布和威布尔破坏分布的分析边界,这些边界已通过数值示例证明是有效的,同时考虑了三种修复策略:新修复为旧修复,旧修复为旧修复和更好的修复-比老

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