A directional multivariate control chart for monitoring univariate autocorrelated processes

被引：0

作者：

Yang, Wenwan ^{[1
]}

Zi, Xuemin ^{[1
]}

Zou, Changliang

机构：

[1] Tianjin Univ Technol & Educ, Tianjin, Peoples R China

来源：

ADVANCED MATERIALS AND PROCESS TECHNOLOGY, PTS 1-3 | 2012年 / 217-219卷

关键词：

statistical process control; autocorrelated; spatial sign test; EWMA;

D O I：

10.4028/www.scientific.net/AMM.217-219.2607

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

A new nonparametric multivariate control chart, based on a spatial-sign test and integrating the directional information from processes with the exponentially weighted moving average (EWMA) scheme, is developed for monitoring the mean of a univariate autocorrelated process. Simulation studies show that it has robustness in in-control (IC) performance, and it is more sensitive to the small and moderate mean shifts for non-normality underlying process than other existing multivariate chart methods.

引用

下载

页码：2607 / 2613

页数：7

共 50 条

[1] The quality control chart for monitoring multivariate autocorrelated processes
Jarrett, Jeffrey E.
Pan, Xia
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2007, 51 (08) : 3862 - 3870
[2] Multivariate quality control chart for autocorrelated processes
Kalgonda, AA
Kulkarni, SR
JOURNAL OF APPLIED STATISTICS, 2004, 31 (03) : 317 - 327
[3] The autoregressive T2 chart for monitoring univariate autocorrelated processes
Apley, DW
Tsung, F
JOURNAL OF QUALITY TECHNOLOGY, 2002, 34 (01) : 80 - 96
[4] A Multivariate Control Chart for Autocorrelated Tool Wear Processes
Harris, Keith
Triantafyllopoulos, Kostas
Stillman, Eleanor
McLeay, Thomas
QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2016, 32 (06) : 2093 - 2106
[5] Multivariate control charts for monitoring autocorrelated processes
Jiang, W
JOURNAL OF QUALITY TECHNOLOGY, 2004, 36 (04) : 367 - 379
[6] The reverse moving average control chart for monitoring autocorrelated processes
Dyer, JN
Adams, BM
Conerly, MD
JOURNAL OF QUALITY TECHNOLOGY, 2003, 35 (02) : 139 - 152
[7] A regression control chart for autocorrelated processes
Karaoglan, A.D. (deniz@balikesir.edu.tr), 1600, Inderscience Enterprises Ltd., 29, route de Pre-Bois, Case Postale 856, CH-1215 Geneva 15, CH-1215, Switzerland (16):
[8] Residual-based maximum MCUSUM control chart for joint monitoring the mean and variability of multivariate autocorrelated processes
Khusna, Hidayatul
Mashuri, Muhammad
Suhartono
Prastyo, Dedy Dwi
Lee, Muhammad Hisyam
Ahsan, Muhammad
PRODUCTION AND MANUFACTURING RESEARCH-AN OPEN ACCESS JOURNAL, 2019, 7 (01): : 364 - 394
[9] Optimal design of an attribute control chart for monitoring the mean of autocorrelated processes
Zhou, Wenhui
Cheng, Cheng
Zheng, Zhibin
COMPUTERS & INDUSTRIAL ENGINEERING, 2019, 137
[10] Adimax Chart for Monitoring Univariate Processes
Harikrishnan, K. K.
Chinna, K.
Balachander, K.
2009 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1-4, 2009, : 468 - 471

← 1 2 3 4 5 →