不确定条件下指数分布的可变验收抽样方案设计

Mahesh Kumar, Ashlyn Maria Mathai
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引用次数: 0

摘要

在验收监控系统中,验收抽样技术用于提高产量,加强控制,以更低的成本交付更高质量的产品。将接受抽样计划参数定义为精确值可能并不总是可能的,特别是在数据具有不确定性时。本文通过将可接受质量寿命、可拒绝质量寿命、消费者风险和生产者风险作为模糊参数,得到了具有指数寿命的大量相同单元的验收抽样方案。为了获得顺序抽样方案和重复组抽样方案的方案参数,采用了模糊假设检验。为了验证所得到的抽样方案,给出了一些算例。我们的结果与已有的文献结果进行了比较。最后,为了演示所得抽样方案的应用,给出了一个实际案例研究。
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Design of variable acceptance sampling plan for exponential distribution under uncertainty
In an acceptance monitoring system, acceptance sampling techniques are used to increase production, enhance control, and deliver higher-quality products at a lesser cost. It might not always be possible to define the acceptance sampling plan parameters as exact values, especially, when data has uncertainty. In this work, acceptance sampling plans for a large number of identical units with exponential lifetimes are obtained by treating acceptable quality life, rejectable quality life, consumer's risk, and producer's risk as fuzzy parameters. To obtain plan parameters of sequential sampling plans and repetitive group sampling plans, fuzzy hypothesis test is considered. To validate the sampling plans obtained in this work, some examples are presented. Our results are compared with existing results in the literature. Finally, to demonstrate the application of the resulting sampling plans, a real-life case study is presented.
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