Concepedia

Neural Network-based Tuning

Neural Network-Based Tuning is a controller tuning method that employs artificial neural networks to learn and optimize control parameters from system data, distinguishing itself from conventional tuning approaches by leveraging data-driven, nonlinear mapping capabilities for adaptive and intelligent adjustment of controller gains.

200

Publications

9.1K

Citations

517

Authors

255

Institutions

Publications per year

2017–2026

43

Parents

Publications

200

Tuning of the structure and parameters of a neural network using an improved genetic algorithm

F.H.F. Leung, Hak‐Keung Lam, Sai Ho Ling et al. · IEEE Transactions on Neural Networks · 2003 · 787 citations · Full text

, , +16

Fuzzy modeling using generalized neural networks and Kalman filter algorithm

Jyh‐Shing Roger Jang · National Conference on Artificial Intelligence · 1991 · 385 citations

, , +14

Deadzone compensation in motion control systems using neural networks

Rastko R. Šelmić, Frank L. Lewis · IEEE Transactions on Automatic Control · 2000 · 357 citations

, , +17

Deadzone compensation in motion control systems using neural networks

Rastko R. Šelmić, Frank L. Lewis · 2002 · 328 citations

, , +17

Applying neural networks to on-line updated PID controllers for nonlinear process control

Junghui Chen, Tien-Chih Huang · Journal of Process Control · 2003 · 238 citations

, , +15

1–5 of 200

Authors

517

  1. SO
    Sigeru Omatu

    Osaka Prefecture University, Japan

    9 publications · 250 citations

    9

    h-index

  2. FL
    Frank L. Lewis

    The University of Texas at Arlington, United States

    8 publications · 1.2K citations

    8

    h-index

  3. CT
    Ching‐Cheng Teng

    National Yang Ming Chiao Tung University, Taiwan

    5 publications · 170 citations

    5

    h-index

  4. JJ
    Jerzy Julian Michalski

    University of Gdańsk, Poland

    4 publications · 84 citations

    4

    h-index

  5. MR
    Mircea‐Bogdan Rădac

    Polytechnic University of Timişoara, Romania

    4 publications · 171 citations

    4

    h-index

1–5 of 517

Institutions

255

  1. Robotics Research (United States)

    Cincinnati, United States

    8 h-index

    17 publications

    2.2K citations

  2. Osaka Prefecture University

    Sakai, Japan

    7 h-index

    14 publications

    411 citations

  3. National Yang Ming Chiao Tung University

    Hsinchu, Taiwan

    7 h-index

    11 publications

    462 citations

  4. University of Technology Malaysia

    Johor Bahru, Malaysia

    7 h-index

    14 publications

    434 citations

  5. Polytechnic University of Timişoara

    Timișoara, Romania

    5 h-index

    29 publications

    1K citations

  6. Yuan Ze University

    Taoyuan District, Taiwan

    4 h-index

    4 publications

    122 citations

  7. North China Electric Power University

    Beijing, China

    4 h-index

    10 publications

    157 citations

  8. University of California, Berkeley

    Berkeley, United States

    4 h-index

    5 publications

    617 citations

1–8 of 255

Venues

  1. IEEE Transactions on Industrial Electronics

    5 publications · 342 citations

    5

    h-index

  2. Fuzzy Sets and Systems

    5 publications · 231 citations

    5

    h-index

  3. Neurocomputing

    5 publications · 218 citations

    5

    h-index

  4. 4

    h-index

  5. Expert Systems with Applications

    4 publications · 225 citations

    4

    h-index

1–5