Ali Shafaqat, Jorge Jose, Aslam Muhammad, Kashif Muhammad
School of Mathematical Sciences, Universiti Sains Malaysia, 11800, Minden, Penang, Malaysia.
Department of Mathematics, National University of Modern Languages, H-9, Islamabad, Pakistan.
Sci Rep. 2024 Jan 24;14(1):2092. doi: 10.1038/s41598-024-52619-x.
In this article, an attribute control chart is proposed when the lifetime of a product follows a Weibull distribution in two-stage sampling, which is based on the number of failures from a truncated life test. The coefficients of the proposed double sampling attribute control chart and the test duration are determined so that the average run length when the process is in control is close to the target value. An overview is reported on how double sampling np control charts work. Tables reporting the out-of-control average run lengths are given for various shift parameters. A case study is given to illustrate the proposed control chart for industrial use. A comparison of two-stage and single-stage sampling of failure of products is discussed.
本文提出了一种在两阶段抽样中,当产品寿命服从威布尔分布时基于截尾寿命试验失效次数的属性控制图。确定了所提出的双抽样属性控制图的系数和试验持续时间,以使过程处于控制状态时的平均运行长度接近目标值。报告了双抽样np控制图的工作原理概述。给出了针对各种偏移参数的失控平均运行长度的表格。给出了一个案例研究以说明所提出的控制图在工业中的应用。讨论了产品失效的两阶段抽样和单阶段抽样的比较。