Concepedia

Adaptive Real-time Optimization

Adaptive Real-Time Optimization is a real-time optimization method that dynamically adjusts its operational parameters and decision-making strategies in response to evolving system conditions or environmental uncertainties, distinguishing itself from static or pre-defined optimization approaches by incorporating continuous learning and feedback adaptation mechanisms.

69

Publications

3.3K

Citations

229

Authors

109

Institutions

Publications per year

2017–2026

34

Parents

Publications

69

Adaptation strategies for real-time optimization

Benoît Chachuat, Babji Srinivasan, Dominique Bonvin · Computers & Chemical Engineering · 2009 · 263 citations · Full text

, , +14

Optimized holographic optical traps

Marco Polin, Kosta Ladavac, Sang-Hyuk Lee et al. · Optics Express · 2005 · 185 citations · Full text

, , +8

Sizing Optimization and Energy Management Strategy for Hybrid Energy Storage System Using Multiobjective Optimization and Random Forests

Mince Li, Li Wang, Yujie Wang et al. · IEEE Transactions on Power Electronics · 2021 · 146 citations

, , +17

Deep Reinforcement Learning for Dynamic Flexible Job Shop Scheduling with Random Job Arrival

Jingru Chang, Dong Yu, Yi Hu et al. · Processes · 2022 · 137 citations · Full text

, , +17

Modifier Adaptation for Real-Time Optimization—Methods and Applications

A.G. Marchetti, Grégory François, Timm Faulwasser et al. · Processes · 2016 · 133 citations · Full text

, , +14

1–5 of 69

Authors

229

  1. DB
    Dominique Bonvin

    École Polytechnique Fédérale de Lausanne, Switzerland

    9 publications · 707 citations

    9

    h-index

  2. AM
    A.G. Marchetti

    École Polytechnique Fédérale de Lausanne, Switzerland

    5 publications · 317 citations

    5

    h-index

  3. BC
    Benoît Chachuat

    Imperial College London, United Kingdom

    5 publications · 520 citations

    5

    h-index

  4. GF
    Grégory François

    École Polytechnique Fédérale de Lausanne, Switzerland

    4 publications · 260 citations

    4

    h-index

  5. JM
    José Matias

    Norwegian University of Science and Technology, Norway

    4 publications · 73 citations

    4

    h-index

1–5 of 229

Institutions

109

  1. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    10 h-index

    28 publications

    1.5K citations

  2. Norwegian University of Science and Technology

    Trondheim, Norway

    7 h-index

    11 publications

    246 citations

  3. Universidade de São Paulo

    São Paulo, Brazil

    5 h-index

    7 publications

    222 citations

  4. Imperial College London

    London, United Kingdom

    4 h-index

    8 publications

    302 citations

  5. Consejo Nacional de Investigaciones Científicas y Técnicas

    Buenos Aires, Argentina

    4 h-index

    6 publications

    245 citations

  6. Queen's University

    Kingston, Canada

    3 h-index

    3 publications

    168 citations

  7. National University of Rosario

    Rosario, Argentina

    3 h-index

    3 publications

    170 citations

  8. UCLouvain

    Louvain-la-Neuve, Belgium

    3 h-index

    4 publications

    181 citations

1–8 of 109

Venues

  1. Computers & Chemical Engineering

    7 publications · 468 citations

    7

    h-index

  2. Journal of Process Control

    5 publications · 244 citations

    5

    h-index

  3. Industrial & Engineering Chemistry Research

    5 publications · 135 citations

    5

    h-index

  4. Processes

    3 publications · 310 citations

    3

    h-index

  5. IFAC-PapersOnLine

    2 publications · 49 citations

    2

    h-index

1–5