Concepedia

High-dimensional Process Monitoring

High-Dimensional Process Monitoring is a statistical process control methodology designed for monitoring processes characterized by a large number of interrelated quality variables, where dimensionality poses challenges to traditional monitoring techniques in terms of estimation accuracy, computational efficiency, and false alarm rates.

91

Publications

5K

Citations

240

Authors

114

Institutions

Publications per year

2017–2026

64

Parents

Publications

91

A novel dynamic PCA algorithm for dynamic data modeling and process monitoring

Yining Dong, S. Joe Qin · Journal of Process Control · 2017 · 495 citations

, , +15

Advances and opportunities in machine learning for process data analytics

S. Joe Qin, Leo H. Chiang · Computers & Chemical Engineering · 2019 · 343 citations

, , +14

Some Current Directions in the Theory and Application of Statistical Process Monitoring

William H. Woodall, Douglas C. Montgomery · Journal of Quality Technology · 2014 · 327 citations

, , +16

Distributed Parallel PCA for Modeling and Monitoring of Large-Scale Plant-Wide Processes With Big Data

Jinlin Zhu, Zhiqiang Ge, Zhihuan Song · IEEE Transactions on Industrial Informatics · 2017 · 283 citations

, , +17

Process Monitoring and Modeling Using the Self-Organizing Map

Esa Alhoniemi, Jaakko Hollmén, Olli Simula et al. · Integrated Computer-Aided Engineering · 1999 · 206 citations

, , +14

1–5 of 91

Authors

240

  1. MS
    Marco S. Reis

    University of Coimbra, Portugal

    4 publications · 179 citations

    5

    h-index

  2. TJ
    Tiago J. Rato

    University of Coimbra, Portugal

    4 publications · 179 citations

    5

    h-index

  3. SK
    Sangahn Kim

    Siena College, United States

    3 publications · 88 citations

    3

    h-index

  4. JS
    Jianjun Shi

    Georgia Institute of Technology, United States

    3 publications · 279 citations

    3

    h-index

  5. WG
    Weihua Gui

    Central South University, China

    3 publications · 179 citations

    3

    h-index

1–5 of 240

Institutions

114

  1. University of Coimbra

    Coimbra, Portugal

    6 h-index

    11 publications

    397 citations

  2. East China University of Science and Technology

    Shanghai, China

    6 h-index

    12 publications

    329 citations

  3. State Key Laboratory of Industrial Control Technology

    Hangzhou, China

    4 h-index

    9 publications

    1.3K citations

  4. Virginia Tech

    Blacksburg, United States

    4 h-index

    4 publications

    449 citations

  5. Tsinghua University

    Beijing, China

    4 h-index

    5 publications

    472 citations

  6. Georgia Institute of Technology

    Atlanta, United States

    4 h-index

    10 publications

    754 citations

  7. Central South University

    Changsha, China

    3 h-index

    15 publications

    886 citations

  8. Shanghai Jiao Tong University

    Shanghai, China

    3 h-index

    3 publications

    71 citations

1–8 of 114

Venues

  1. Journal of Quality Technology

    11 publications · 1.1K citations

    11

    h-index

  2. Industrial & Engineering Chemistry Research

    8 publications · 234 citations

    8

    h-index

  3. Journal of Process Control

    4 publications · 637 citations

    4

    h-index

  4. International Journal of Production Research

    3 publications · 67 citations

    3

    h-index

  5. Computers & Industrial Engineering

    3 publications · 115 citations

    3

    h-index

1–5