A control chart based on a change-point model for monitoring linear profiles

被引：166
|
作者：
Zou, Changliang
Zhang, Yujuan
Wang, Zhaojun [1 ]
机构：
[1] Nankai Univ, Sch Math Sci, LPMC, Tianjin 300071, Peoples R China
[2] Nankai Univ, Sch Math Sci, Dept Stat, Tianjin 300071, Peoples R China
来源：
IIE TRANSACTIONS | 2006年 / 38卷 / 12期
关键词：
D O I：
10.1080/07408170600728913
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
A control chart based on the change-point model is proposed that is able to monitor linear profiles whose parameters are unknown but can be estimated from historical data. This chart can detect a shift in either the intercept, slope or standard deviation. Simulation results show that the proposed approach performs well across a range of possible shifts, and that it can be used during the start-up stages of a process. Simple diagnostic aids are also given to estimate the location of the change and to determine which of the parameters has changed.
引用
收藏
页码：1093 / 1103
页数：11
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