Marshall-Olkin logistic指数分布的多依赖重复组抽样计划,保证百分位寿命与应用

Ayesha Awais, Nadia Saeed, Moustafa Omar Ahmed Abu-Shawiesh, Rehan Ahmad Khan Sherwani, Hina Khan, Firas Haddad
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引用次数: 0

摘要

验收抽样计划通常用于工业数据集的计划、过程控制和实施。除此之外,它们还提供了过程质量控制的解决方案。它们可以用来执行接受或拒绝很多东西的决定。可以根据工程的要求制定良好的验收抽样方案。通常,计划应该遵循已定义的生命周期分布。因此,适当的计划不仅可以确定计划参数,还可以节省成本和时间。在本文中,假设产品的生命周期遵循Marshall-Olkin物流指数(MOLE)分布,提出了一种属性多相关重复组抽样(MDRGS)计划。通过考虑两点法来检验计划的参数。将该方案与单次抽样和重复分组抽样方案进行了对比。最后,利用工业数据集和模拟数据集讨论了所提出计划的实施。与现有的验收抽样方案相比,提出的方案减少了抽样检验的成本和时间。
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Multiple dependent repetitive group sampling plan for Marshall-Olkin logistic-exponential distribution assuring percentile lifetime with applications
Acceptance sampling plans are commonly utilized for planning, process control, and implementation of industrial data sets. In addition to this, they also provide a solution for process quality control. They could be used for executing a decision for acceptance or rejection of a lot. A good acceptance sampling plan can be formulated depending on the requirements of the project. Usually, the plan should follow a defined lifetime distribution. Hence, the appropriate plan would not only determine the plan parameters but would also be cost and time efficient. In this article, an attribute multiple dependent repetitive group sampling (MDRGS) plan is developed assuming that the lifetime of the product follows the Marshall-Olkin logistic-exponential (MOLE) distribution. The parameters of plan are examined by considering a two-point approach. The suggested plan is contrasted with the single sampling and repeated group sampling plans. Finally, the implementation of the proposed plan is discussed using industrial as well as simulated data sets. It is concluded that the proposed plan reduces the sampling inspection cost and time as compared to existing acceptance sampling plans.
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来源期刊
Arab Journal of Basic and Applied Sciences
Arab Journal of Basic and Applied Sciences Mathematics-Mathematics (all)
CiteScore
5.80
自引率
0.00%
发文量
31
审稿时长
36 weeks
期刊最新文献
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