Concepedia

Signal Processing For Process Analysis

Signal Processing for Process Analysis is a methodological framework within process analytical chemistry that enables the transformation, interpretation, and extraction of meaningful chemical information from raw sensor data through mathematical and computational techniques tailored to real-time monitoring and control of dynamic processes.

74

Publications

3.2K

Citations

220

Authors

89

Institutions

Publications per year

2017–2026

29

Parents

Publications

74

Statistical monitoring of dynamic processes based on dynamic independent component analysis

Jong‐Min Lee, ChangKyoo Yoo, In−Beum Lee · Chemical Engineering Science · 2004 · 349 citations

, , +16

Process Monitoring Approach Using Fast Moving Window PCA

Xun Wang, Uwe Krüger, G.W. Irwin · Industrial & Engineering Chemistry Research · 2005 · 321 citations · Full text

, , +17

A new approach to the identification of pH processes based on the Wiener model

Alex D. Kalafatis, Norihan Md Arifin, Liuping Wang et al. · Chemical Engineering Science · 1995 · 180 citations

, , +11

Process monitoring using variational autoencoder for high-dimensional nonlinear processes

Seulki Lee, Min Gu Kwak, Kwok‐Leung Tsui et al. · Engineering Applications of Artificial Intelligence · 2019 · 178 citations

, , +15

Exploring the potential of time-series transformers for process modeling and control in chemical systems: An inevitable paradigm shift?

Niranjan Sitapure, Joseph Sang‐Il Kwon · Process Safety and Environmental Protection · 2023 · 119 citations

, , +17

1–5 of 74

Authors

220

  1. MC
    Moncef Chioua

    Imperial College London, United Kingdom

    3 publications · 49 citations

    3

    h-index

  2. XY
    Xuefeng Yan

    East China University of Science and Technology, China

    3 publications · 85 citations

    3

    h-index

  3. QJ
    Qingchao Jiang

    East China University of Science and Technology, China

    3 publications · 74 citations

    3

    h-index

  4. XG
    Xuejin Gao

    Beijing University of Technology, China

    2 publications · 72 citations

    2

    h-index

  5. MF
    Mohamed Faouzi Harkat

    Badji Mokhtar-Annaba University, Algeria

    2 publications · 90 citations

    2

    h-index

1–5 of 220

Institutions

89

  1. East China University of Science and Technology

    Shanghai, China

    7 h-index

    21 publications

    485 citations

  2. State Key Laboratory of Industrial Control Technology

    Hangzhou, China

    4 h-index

    10 publications

    404 citations

  3. Ministry of Education of the People's Republic of China

    Beijing, China

    3 h-index

    10 publications

    447 citations

  4. Karlsruhe Institute of Technology

    Karlsruhe, Germany

    3 h-index

    3 publications

    64 citations

  5. Beijing University of Chemical Technology

    Beijing, China

    3 h-index

    10 publications

    447 citations

  6. Badji Mokhtar-Annaba University

    Annaba, Algeria

    3 h-index

    7 publications

    323 citations

  7. Beijing University of Technology

    Beijing, China

    2 h-index

    6 publications

    212 citations

  8. Northeastern University

    Shenyang, China

    2 h-index

    6 publications

    156 citations

1–8 of 89

Venues

  1. Industrial & Engineering Chemistry Research

    9 publications · 479 citations

    9

    h-index

  2. 6

    h-index

  3. Control Engineering Practice

    5 publications · 186 citations

    5

    h-index

  4. Chemical Engineering Science

    5 publications · 622 citations

    5

    h-index

  5. Process Safety and Environmental Protection

    4 publications · 222 citations

    4

    h-index

1–5