已知和估计过程参数下修正的三重抽样X控制图

Revised triple sampling X control charts for the mean with known and estimated process parameters

International Journal of Production Research · 2021
被引 15
ABS 3

中文导读

提出修正的三重抽样X控制图,推导了平均运行长度的正确计算公式,并与双抽样、两阶段和三阶段自适应抽样控制图比较,证明其更优,同时给出了估计过程参数时所需的最小第一阶段样本数。

Abstract

The primary aim of this research is to propose a revised triple sampling (TS) X¯ chart, where the derivations of new formulae for computing the average run length of the triple sampling (TS) X¯ chart correctly are provided. The secondary aim is to develop the revised TS X¯ chart with estimated process parameters. The revised TS X¯ charts are compared with the double sampling (DS) X¯, two stage adaptive sample size (AS2) X¯ and three stage adaptive sample size (AS3) X¯ charts when process parameters are known and estimated using the average run length (ARL), average number of observations to signal (ANOS), average of the average run lengths (AARL), standard deviation of the average run lengths (SDARL), average of the average number of observations to signal (AANOS) and standard deviation of the average number of observations to signal (SDANOS) criteria, where the revised TS X¯ charts are found to be superior. Additionally, a table giving the minimum number of Phase-I samples for estimating the process mean so that the revised TS X¯ chart with estimated process parameters has the desired in-control AARL and AANOS performances is provided.

统计过程控制控制图质量工程抽样方法