On the Performance of EWMA Chart in the Presence of Two-Component Measurement Error

被引：40

作者：

Abbasi, Saddam Akber ^{[1
]}

机构：

[1] Univ Auckland, Dept Stat, Auckland 1142, New Zealand

来源：

QUALITY ENGINEERING | 2010年 / 22卷 / 03期

关键词：

analytical chemistry; EWMA; Monte Carlo simulations; run length distribution; two-component measurement error; QUALITY-CONTROL; LIMITS; UNCERTAINTY; DESIGN; MODEL;

D O I：

10.1080/08982111003785649

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

Control charts are extensively used to monitor the stability of analytical processes. The presence of measurement error can seriously affect the outcome of any process and reduces the ability of control charts to detect a shift of a particular magnitude in the process parameters. Research has shown the superiority of exponentially weighted moving average (EWMA) control charts over Shewhart charts when it comes to quick and timely detection of small process shifts. In this study I examine the performance of the EWMA control chart in the presence of two-component measurement error due to its immense importance in analytical chemistry and environmental settings. It has been shown that effect of measurement error can be reduced by taking multiple measurements at each sample point.

引用

页码：199 / 213

页数：15