Concepedia

Multivariate Statistical Fault Detection

Multivariate Statistical Fault Detection is a fault detection methodology that uses multivariate statistical models to monitor multiple process variables simultaneously and identify abnormal conditions by analyzing their collective deviations from normal operating behavior.

319

Publications

19.3K

Citations

782

Authors

300

Institutions

Publications per year

2017–2026

119

Parents

Publications

319

Fault detection in industrial processes using canonical variate analysis and dynamic principal component analysis

Evan L. Russell, Leo H. Chiang, Richard D. Braatz · Chemometrics and Intelligent Laboratory Systems · 2000 · 522 citations

, , +16

Total projection to latent structures for process monitoring

Donghua Zhou, Gang Li, S. Joe Qin · AIChE Journal · 2009 · 469 citations

, , +15

Fault Detection Using the k-Nearest Neighbor Rule for Semiconductor Manufacturing Processes

Qin He, Jin Wang · IEEE Transactions on Semiconductor Manufacturing · 2007 · 457 citations

, , +16

Fault detection and diagnosis based on modified independent component analysis

Jong‐Min Lee, S. Joe Qin, In‐Beum Lee · AIChE Journal · 2006 · 415 citations

, , +16

Monitoring independent components for fault detection

Manabu Kano, Shouhei Tanaka, Shinji Hasebe et al. · AIChE Journal · 2003 · 410 citations

, , +16

1–5 of 319

Authors

782

  1. MN
    Mohamed Nounou

    Texas A&M University at Qatar, Qatar

    12 publications · 662 citations

    12

    h-index

  2. HN
    Hazem Nounou

    Texas A&M University at Qatar, Qatar

    13 publications · 693 citations

    12

    h-index

  3. FH
    Fouzi Harrou

    King Abdullah University of Science and Technology, Saudi Arabia

    9 publications · 388 citations

    9

    h-index

  4. YL
    Yuan Li

    Shenyang University of Chemical Technology, China

    8 publications · 190 citations

    8

    h-index

  5. XY
    Xuefeng Yan

    East China University of Science and Technology, China

    7 publications · 396 citations

    7

    h-index

1–5 of 782

Institutions

300

  1. Texas A&M University at Qatar

    Doha, Qatar

    13 h-index

    43 publications

    2.5K citations

  2. East China University of Science and Technology

    Shanghai, China

    13 h-index

    44 publications

    2.1K citations

  3. Tsinghua University

    Beijing, China

    12 h-index

    33 publications

    4.6K citations

  4. Zhejiang University of Technology

    Hangzhou, China

    11 h-index

    29 publications

    802 citations

  5. Pohang University of Science and Technology

    Pohang, South Korea

    9 h-index

    17 publications

    1.4K citations

  6. Northeastern University

    Shenyang, China

    9 h-index

    21 publications

    799 citations

  7. McMaster University

    Hamilton, Canada

    9 h-index

    15 publications

    1.8K citations

  8. Shenyang University of Chemical Technology

    Shenyang, China

    8 h-index

    20 publications

    440 citations

1–8 of 300

Venues

  1. Industrial & Engineering Chemistry Research

    27 publications · 1.4K citations

    22

    h-index

  2. Chemometrics and Intelligent Laboratory Systems

    18 publications · 1.7K citations

    17

    h-index

  3. Journal of Process Control

    17 publications · 1.2K citations

    16

    h-index

  4. AIChE Journal

    13 publications · 2.7K citations

    13

    h-index

  5. Journal of Chemometrics

    11 publications · 519 citations

    10

    h-index

1–5