The dynamic T2 chart for monitoring feedback-controlled processes

被引:19
|
作者
Tsung, F [1 ]
Apley, DW
机构
[1] Hong Kong Univ Sci & Technol, Dept Ind Engn & Engn Management, Kowloon, Hong Kong, Peoples R China
[2] Texas A&M Univ, Dept Ind Engn, College Stn, TX 77843 USA
基金
美国国家科学基金会;
关键词
D O I
10.1023/A:1019662228837
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
As manufacturing quality has become a decisive factor in global market competition, statistical quality techniques such as Statistical Process Control (SPC) are widely used in industry. With advances in information, sensing, and data collection technology, large volumes of data are routinely available in processes employing Automatic Process Control (APC) and Engineering Process Control (EPC). Although there is a growing need for SPC monitoring in these feedback-controlled environments, an effective implementation scheme is still lacking. This research provides a monitoring method, termed the dynamic T-2 chart that improves the detection of assignable causes in feedback-controlled processes.
引用
收藏
页码:1043 / 1053
页数:11
相关论文
共 50 条
  • [31] PRACTICAL DECOMPOSITION METHOD FOR T2 HOTELLING CHART
    Pina-Monarrez, Manuel R.
    [J]. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING-THEORY APPLICATIONS AND PRACTICE, 2013, 20 (5-6): : 401 - 411
  • [32] Interpretive features of a T2 chart in multivariate SPC
    Mason, RL
    Young, JC
    [J]. QUALITY PROGRESS, 2000, 33 (04) : 84 - 89
  • [33] On the Dynamic Response of a Saturating Static Feedback-Controlled Single Integrator Driven by White Noise
    Wen, Zheng
    Roy, Sandip
    Saberi, Ali
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2010, 55 (04) : 959 - 965
  • [34] Monitoring autocorrelated compositional data vectors using an enhanced residuals Hotelling T2 control chart
    Zaidi, Fatima Sehar
    Dai, Hong-Liang
    Imran, Muhammad
    Tran, Kim Phuc
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2023, 181
  • [35] One Hotelling T2 Chart Based on Transformed Data for Simultaneous Monitoring the Frequency and Magnitude of an Event
    Cheng, Y.
    Mukherjee, A.
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM), 2014, : 764 - 768
  • [36] A Robust Bivariate Control Chart Alternative to the Hotelling's T2 Control Chart
    Abu-Shawiesh, Moustafa Omar Ahmed
    Kibria, B. M. Golam
    George, Florence
    [J]. QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2014, 30 (01) : 25 - 35
  • [37] Optimal T2 Control Chart with a Double Sampling Scheme - An Alternative to the MEWMA Chart
    Faraz, Alireza
    Heuchenne, Cedric
    Saniga, Erwin
    [J]. QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2012, 28 (07) : 751 - 760
  • [38] Properties of the T2 control chart when parameters are estimated
    Champ, CW
    Jones-Farmer, LA
    Rigdon, SE
    [J]. TECHNOMETRICS, 2005, 47 (04) : 437 - 445
  • [39] Bivariate copulas on the Hotelling's T2 control chart
    Sukparungsee, Saowanit
    Kuvattana, Sasigarn
    Busababodhin, Piyapatr
    Areepong, Yupaporn
    [J]. COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2018, 47 (02) : 413 - 419
  • [40] A multivariate synthetic double sampling T2 control chart
    Khoo, Michael B. C.
    Wu, Zhang
    Castagliola, Philippe
    Lee, H. C.
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2013, 64 (01) : 179 - 189