Concepedia

Model Predictive Control For Reactors

Model Predictive Control for Reactors is a model-based advanced control strategy that systematically optimizes reactor power levels and manages neutron flux dynamics by predicting future system behavior over a finite horizon and adjusting control inputs accordingly to satisfy safety and operational constraints.

117

Publications

4.2K

Citations

324

Authors

138

Institutions

Publications per year

2017–2026

33

Parents

Publications

117

Model predictive control technique combined with iterative learning for batch processes

Kwang‐Sik Lee, In‐Shik Chin, Hyuk J. Lee et al. · AIChE Journal · 1999 · 245 citations

, , +16

Nonlinear model predictive control of a simulated multivariable polymerization reactor using second-order Volterra models

Bryon R. Maner, Francis J. Doyle, Babatunde A. Ogunnaike et al. · Automatica · 1996 · 197 citations

, , +15

Deep Learning-Based Model Predictive Control for Continuous Stirred-Tank Reactor System

Gongming Wang, Qing‐Shan Jia, Junfei Qiao et al. · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 136 citations

, , +17

Combined Design of Disturbance Model and Observer for Offset-Free Model Predictive Control

Gabriele Pannocchia, Alberto Bemporad · IEEE Transactions on Automatic Control · 2007 · 127 citations

, , +16

LSTM and GRU Neural Networks as Models of Dynamical Processes Used in Predictive Control: A Comparison of Models Developed for Two Chemical Reactors

Krzysztof Zarzycki, Maciej Ławryńczuk · Sensors · 2021 · 126 citations · Full text

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1–5 of 117

Authors

324

  1. MG
    Man Gyun Na

    Chosun University, South Korea

    4 publications · 168 citations

    4

    h-index

  2. WK
    Walter Kähm

    University of Cambridge, United Kingdom

    3 publications · 42 citations

    3

    h-index

  3. BU
    B.R. Upadhyaya

    University of Tennessee at Knoxville, United States

    3 publications · 59 citations

    3

    h-index

  4. ZK
    Zoltán K. Nagy

    Purdue University West Lafayette, United States

    2 publications · 149 citations

    2

    h-index

  5. SH
    Sun Ho Shin

    Chosun University, South Korea

    2 publications · 76 citations

    2

    h-index

1–5 of 324

Institutions

138

  1. Chosun University

    Gwangju, South Korea

    5 h-index

    11 publications

    425 citations

  2. Politecnico di Milano

    Milan, Italy

    4 h-index

    8 publications

    381 citations

  3. Purdue University West Lafayette

    West Lafayette, United States

    4 h-index

    7 publications

    943 citations

  4. University of Alberta

    Edmonton, Canada

    4 h-index

    11 publications

    238 citations

  5. University of Stuttgart

    Stuttgart, Germany

    3 h-index

    3 publications

    258 citations

  6. University of Tennessee at Knoxville

    Knoxville, United States

    3 h-index

    5 publications

    81 citations

  7. National University of Singapore

    Singapore, Singapore

    3 h-index

    8 publications

    172 citations

  8. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    8 publications

    255 citations

1–8 of 138

Venues

  1. Computers & Chemical Engineering

    13 publications · 371 citations

    12

    h-index

  2. Industrial & Engineering Chemistry Research

    10 publications · 237 citations

    10

    h-index

  3. Journal of Process Control

    9 publications · 402 citations

    9

    h-index

  4. AIChE Journal

    5 publications · 350 citations

    5

    h-index

  5. Annals of Nuclear Energy

    6 publications · 146 citations

    5

    h-index

1–5