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Analysis of random inspection policies

机译:随机检查政策分析

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A single item subject to random failure is considered. The item is inspected at certain time instants to see whether it is still in working order. Each inspection carries a fixed cost, and there is also a cost per unit time associated with down times. For this scenario, there exist various optimum and near-optimum policies for deterministic inspection schedules. This paper is concerned with the case when the inter-inspection times are random, a situation that may arise in the practical implementation of deterministic inspection policies or in opportunistic inspection schedules. We use a technique which is known as the "Ross Scheme" to derive recurrence relations for the exact computation of the expected length of a renewal cycle and the moments of the total cost in a renewal cycle for random inspection policies. The item lifetime and the inter-inspection times are assumed distributed according to mixtures of Erlang distributions. A numerical example is used to compare the present policy with a (near-)optimal policy. The penalty for random (as opposed to deterministic) inspections is found fairly limited.
机译:考虑一个随机失效的物品。在某些时间检查该项目,以查看其是否仍在工作状态。每次检查的成本是固定的,并且还存在与停机时间相关的每单位时间的成本。对于这种情况,存在确定性检查计划的各种最佳和接近最佳策略。本文关注的是,检查间隔时间是随机的,这种情况可能会在确定性检查政策的实际实施中或机会检查计划中出现。我们使用一种称为“罗斯计划”的技术来得出递归关系,以精确计算更新周期的预期长度和随机检查策略更新周期中总成本的时刻。假定项目寿命和检验间隔时间是根据Erlang分布的混合分布的。数值示例用于将当前策略与(接近)最优策略进行比较。发现随机检查(与确定性检查相反)的惩罚是相当有限的。

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