Concepedia

Multivariate Statistical Process Monitoring

Multivariate Statistical Process Monitoring is a statistical methodology within process monitoring that simultaneously analyzes multiple interrelated process variables using multivariate statistical techniques to detect abnormal patterns or trends indicative of process drift or failure in the context of Continued Process Verification.

394

Publications

26.6K

Citations

871

Authors

356

Institutions

Publications per year

2017–2026

116

Variants

Mspm

Parents

Publications

394

Monitoring batch processes using multiway principal component analysis

Paul Nomikos, John F. MacGregor · AIChE Journal · 1994 · 1.5K citations

, , +16

Multivariate statistical monitoring of process operating performance

J.V. Kresta, John F. MacGregor, Thomas E. Marlin · The Canadian Journal of Chemical Engineering · 1991 · 978 citations

, , +16

Multiscale PCA with application to multivariate statistical process monitoring

Bhavik R. Bakshi · AIChE Journal · 1998 · 836 citations

, , +16

Multivariate SPC Methods for Process and Product Monitoring

Theodora Kourti, John F. MacGregor · Journal of Quality Technology · 1996 · 668 citations

, , +14

Generalized contribution plots in multivariate statistical process monitoring

Johan A. Westerhuis, Stephen P. Gurden, Age K. Smilde · Chemometrics and Intelligent Laboratory Systems · 2000 · 503 citations

, , +9

1–5 of 394

Authors

871

  1. SJ
    S. Joe Qin

    University of Southern California, United States

    11 publications · 2K citations

    11

    h-index

  2. XY
    Xuefeng Yan

    East China University of Science and Technology, China

    11 publications · 1.1K citations

    11

    h-index

  3. ST
    Seyed Taghi Akhavan Niaki

    Sharif University of Technology, Iran

    9 publications · 178 citations

    9

    h-index

  4. YY
    Yuan Yao

    National Tsing Hua University, Taiwan

    9 publications · 361 citations

    9

    h-index

  5. IL
    In−Beum Lee

    Pohang University of Science and Technology, South Korea

    8 publications · 803 citations

    8

    h-index

1–5 of 871

Institutions

356

  1. East China University of Science and Technology

    Shanghai, China

    14 h-index

    43 publications

    2.5K citations

  2. Tsinghua University

    Beijing, China

    12 h-index

    25 publications

    3.5K citations

  3. McMaster University

    Hamilton, Canada

    10 h-index

    22 publications

    8.8K citations

  4. Zhejiang University

    Hangzhou, China

    10 h-index

    27 publications

    1.1K citations

  5. Beijing University of Chemical Technology

    Beijing, China

    10 h-index

    30 publications

    2.1K citations

  6. Pohang University of Science and Technology

    Pohang, South Korea

    10 h-index

    29 publications

    2.9K citations

  7. Northeastern University

    Shenyang, China

    10 h-index

    23 publications

    992 citations

  8. Illinois Institute of Technology

    Chicago, United States

    9 h-index

    19 publications

    1.9K citations

1–8 of 356

Venues

  1. Industrial & Engineering Chemistry Research

    31 publications · 2.4K citations

    22

    h-index

  2. Journal of Process Control

    21 publications · 1.5K citations

    21

    h-index

  3. AIChE Journal

    20 publications · 5.5K citations

    18

    h-index

  4. Chemometrics and Intelligent Laboratory Systems

    17 publications · 1.5K citations

    17

    h-index

  5. Journal of Quality Technology

    18 publications · 1.5K citations

    14

    h-index

1–5