Application of statistical process control to continuous processes

被引：0

作者：

Celano, G ^{[1
]}

Costa, A ^{[1
]}

Fichera, S ^{[1
]}

机构：

[1] Univ Palermo, Dipartimento Tecnol & Prod Meccan, I-90133 Palermo, Italy

来源：

AMST 02: ADVANCED MANUFACTURING SYSTEMS AND TECHNOLOGY, PROCEEDINGS | 2002年 / 437期

关键词：

control charts; autocorrelation; average run length;

D O I：

暂无

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

Control charts represent an efficient and easy tool to assure the state of statistical quality control in a manufacturing process. These tools are also implemented in continuous processes, where the critical parameters are often monitored by on line sensors measuring data with short time intervals. In this paper a continuous process is monitored by using control charts and its dynamic is modeled through linear time series that allow the effects of the autocorrelation to be eliminated. In this way, the control charts can operate on residuals that result identically and independently distributed. A statistical analysis on EWMA, CUSUM and control charts for individual measurements has been carried out to select the most performing tool for process monitoring.

引用

页码：531 / 538

页数：8

共 50 条

[1] On Model Selection for Autocorrelated Processes in Statistical Process Control
Dawod, Abdaljbbar B. A.
Riaz, Muhammad
Abbasi, Saddam Akber
QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2017, 33 (04) : 867 - 882
[2] Application of statistical process control tools to improve product quality in manufacturing processes
Bataineh, Omar
Al-dwairi, Abdullah
MECHANICAL AND AEROSPACE ENGINEERING, PTS 1-7, 2012, 110-116 : 4023 - +
[3] Statistical Process Control on Time Delay Feedback Controlled Processes
Wang Hai-yu
2009 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING (16TH), VOLS I AND II, CONFERENCE PROCEEDINGS, 2009, : 207 - 212
[4] STATISTICAL PROCESS-CONTROL OF MULTIVARIATE PROCESSES
MACGREGOR, JF
KOURTI, T
CONTROL ENGINEERING PRACTICE, 1995, 3 (03) : 403 - 414
[5] On Nonparametric Statistical Process Control of Univariate Processes
Qiu, Peihua
Li, Zhonghua
TECHNOMETRICS, 2011, 53 (04) : 390 - 405
[6] Integration of statistical and engineering process control in a continuous polymerization process
Capilla, C
Ferrer, A
Romero, R
Hualda, A
TECHNOMETRICS, 1999, 41 (01) : 14 - 28
[7] STATISTICAL PROCESS-CONTROL OF MULTIPLE STREAM PROCESSES
MORTELL, RR
RUNGER, GC
JOURNAL OF QUALITY TECHNOLOGY, 1995, 27 (01) : 1 - 12
[8] Statistical process control and its application in finance
Severin, T
Schmid, W
RISK MANAGEMENT, ECONOMETRICS AND NEURAL NETWORKS, 1998, : 83 - 104
[9] The Application of Statistical Process Control in Quality Management
Liu, Yanqiu
PROCEEDINGS OF THE 2016 2ND WORKSHOP ON ADVANCED RESEARCH AND TECHNOLOGY IN INDUSTRY APPLICATIONS, 2016, 81 : 118 - 121
[10] Application of Statistical Process Control for Coal Particle Size
Deniz, V.
Umucu, Y.
ENERGY SOURCES PART A-RECOVERY UTILIZATION AND ENVIRONMENTAL EFFECTS, 2013, 35 (14) : 1306 - 1315

← 1 2 3 4 5 →