Leaderboards/Extremum Seeking Control Systems

Extremum Seeking Control Systems

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Pengchong Chen
Zhengzhou University
2
Iván López-Sánchez
Instituto Politécnico Nacional
3
Oguzhan Dogru
University of Alberta
4
Oluwasegun Ayokunle Somefun
Oregon State University
5
Saim Ahmed
Prince Sultan University
6
Mattia Bianchi
Delft University of Technology
7
Yizhuo Sun
Chongqing University
8
T. Shuprajhaa
National Institute of Technology Tiruchirappalli
9
Saleh Masoud Abdallah Altbawi
University Elmergib
10
Majid Ghorbani
Tallinn University of Technology

Rising Stars Papers

1
Reinforcement Learning in Process Industries: Review and Perspective
IEEE/CAA Journal of Automatica Sinica|2024
87 cit.
2
Nonlinear system controlled using novel adaptive fixed-time SMC
AIMS Mathematics|2024
28 cit.
3
A nonlinear system of hybrid fractional differential equations with application to fixed time sliding mode control for Leukemia therapy
Ain Shams Engineering Journal|2024
22 cit.
4
Model-free scheme using time delay estimation with fixed-time FSMC for the nonlinear robot dynamics
AIMS Mathematics|2024
22 cit.
5
AI-Driven Ensemble Classifier for Jamming Attack Detection in VANETs to Enhance Security in Smart Cities
IEEE Access|2025
22 cit.
6
Different Model-Based ADRCs Satisfying Performance Independent Control for PMSM Speed Servo System
IEEE Transactions on Industrial Electronics|2024
16 cit.
7
Enhanced tracking control for n-DOF robotic manipulators: A fixed-time terminal sliding mode approach with time delay estimation
Results in Engineering|2024
14 cit.
8
A Current- and Speed-Loop Decoupling Controller for SPMSM Under Periodic Disturbances
IEEE Transactions on Power Electronics|2024
9 cit.
9
Adaptive fixed-time TSM for uncertain nonlinear dynamical system under unknown disturbance
PLoS ONE|2024
8 cit.
10
Adaptive PD sliding mode control for robot dynamics using predefined-time approach
International Journal of Dynamics and Control|2025
6 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
G. Lloyds Raja
National Institute of Technology Patna
2
Xiaoxu Cao
Hunan University
3
Davut İzci
Bursa Uludağ Üni̇versi̇tesi̇
4
Laith Abualigah
Al al-Bayt University
5
Mariano De Paula
Universidad Nacional del Centro de la Provincia de Buenos Aires
6
Serdar Ekinci
Bitlis Eren University
7
Folasade M. Dahunsi
Federal University of Technology
8
G. Uday Bhaskar Babu
National Institute of Technology Warangal
9
Vivekananda Rajah Harindran
Petronas (Malaysia)
10
Noel Bell
Emerson School District

Emerging Leaders Papers

1
Dwarf Mongoose Optimization Algorithm
Computer Methods in Applied Mechanics and Engineering|2022
865 cit.
2
Gazelle optimization algorithm: a novel nature-inspired metaheuristic optimizer
Neural Computing and Applications|2022
435 cit.
3
Ebola Optimization Search Algorithm: A New Nature-Inspired Metaheuristic Optimization Algorithm
IEEE Access|2022
429 cit.
4
Genghis Khan shark optimizer: A novel nature-inspired algorithm for engineering optimization
Advanced Engineering Informatics|2023
246 cit.
5
Meta-heuristic optimization algorithms for solving real-world mechanical engineering design problems: a comprehensive survey, applications, comparative analysis, and results
Neural Computing and Applications|2022
225 cit.
6
Data-driven interpretable ensemble learning methods for the prediction of wind turbine power incorporating SHAP analysis
Expert Systems with Applications|2023
215 cit.
7
A novel intelligent deep learning predictive model for meteorological drought forecasting
Journal of Ambient Intelligence and Humanized Computing|2022
188 cit.
8
Geyser Inspired Algorithm: A New Geological-inspired Meta-heuristic for Real-parameter and Constrained Engineering Optimization
Journal of Bionic Engineering|2023
177 cit.
9
Wind, Solar, and Photovoltaic Renewable Energy Systems with and without Energy Storage Optimization: A Survey of Advanced Machine Learning and Deep Learning Techniques
Energies|2022
164 cit.
10
Reinforcement learning approach to autonomous PID tuning
Computers & Chemical Engineering|2022
141 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
YangQuan Chen
University of California, Merced
2
Miroslav Krstić
University of California System
3
Tore Hägglund
Lund University
4
Yun Li
Central South University
5
Andrew G. Alleyne
University of Illinois Urbana-Champaign
6
Sigurd Skogestad
Norwegian University of Science and Technology
7
Alberto Isidori
Sapienza University of Rome
8
Martin Guay
Queen's University
9
Denis Dochain
UCLouvain
10
Javier A. Gallegos
Pontificia Universidad Católica de Chile

Current Senior Leaders Papers

1
PID control system analysis, design, and technology
IEEE Transactions on Control Systems Technology|2005
3k cit.
2
A survey of iterative learning control
IEEE Control Systems|2006
2.9k cit.
3
Simple analytic rules for model reduction and PID controller tuning
Journal of Process Control|2002
2k cit.
4
Automatic tuning of simple regulators with specifications on phase and amplitude margins
Automatica|1984
1.8k cit.
5
A new collection of real world applications of fractional calculus in science and engineering
Communications in Nonlinear Science and Numerical Simulation|2018
1.7k cit.
6
Internal model control: PID controller design
Industrial & Engineering Chemistry Process Design and Development|1986
1.6k cit.
7
Output regulation of nonlinear systems
IEEE Transactions on Automatic Control|1990
1.6k cit.
8
Proceedings of the IEEE Conference on Decision and Control
Unknown Journal|2009
1.5k cit.
9
Lyapunov functions for fractional order systems
Communications in Nonlinear Science and Numerical Simulation|2014
1.4k cit.
10
The future of PID control
Control Engineering Practice|2001
1.4k cit.

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