D-Index & Metrics Best Publications

D-Index & Metrics

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Electronics and Electrical Engineering D-index 47 Citations 6,449 282 World Ranking 1353 National Ranking 149

Research.com Recognitions

Awards & Achievements

2008 - Fellow of the International Federation of Automatic Control (IFAC)

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Control theory
  • Statistics

Tianyou Chai spends much of his time researching Control theory, Control engineering, Control theory, Nonlinear system and Adaptive control. Many of his studies on Control theory apply to Artificial neural network as well. Tianyou Chai interconnects Control system, Decoupling, Ball mill and Fuzzy logic in the investigation of issues within Control engineering.

His Control theory research includes elements of Process control, Model predictive control and Control-Lyapunov function. His Nonlinear system study incorporates themes from Stability, Multiplicative function, Inverse problem and Inverse function. His study in Adaptive control is interdisciplinary in nature, drawing from both Fuzzy control system, Lyapunov redesign, Mathematical optimization, Integrator and Adaptive system.

His most cited work include:

  • Global finite-time stabilization of a class of switched nonlinear systems with the powers of positive odd rational numbers (309 citations)
  • Neural-Network-Based Terminal Sliding-Mode Control of Robotic Manipulators Including Actuator Dynamics (307 citations)
  • Decentralized Fault Diagnosis of Large-Scale Processes Using Multiblock Kernel Partial Least Squares (205 citations)

What are the main themes of his work throughout his whole career to date?

His primary areas of study are Control theory, Nonlinear system, Control engineering, Artificial neural network and Control theory. In his research, Setpoint is intimately related to Process control, which falls under the overarching field of Control theory. In his research on the topic of Nonlinear system, Robustness is strongly related with Mathematical optimization.

His work in Control engineering tackles topics such as Intelligent control which are related to areas like Process engineering. Artificial neural network is a subfield of Artificial intelligence that Tianyou Chai investigates. The Adaptive control study combines topics in areas such as Linear system, Multivariable calculus, Robust control, Adaptive neuro fuzzy inference system and Adaptive system.

He most often published in these fields:

  • Control theory (50.29%)
  • Nonlinear system (25.24%)
  • Control engineering (26.40%)

What were the highlights of his more recent work (between 2018-2021)?

  • Control theory (50.29%)
  • Artificial neural network (18.50%)
  • Mathematical optimization (16.18%)

In recent papers he was focusing on the following fields of study:

His scientific interests lie mostly in Control theory, Artificial neural network, Mathematical optimization, Nonlinear system and Algorithm. His study in Actuator, Control theory, Control system, Tracking error and Lyapunov function are all subfields of Control theory. Tianyou Chai focuses mostly in the field of Artificial neural network, narrowing it down to topics relating to Optimal control and, in certain cases, Discrete time and continuous time, Process control, Reinforcement learning and Q-learning.

His Mathematical optimization research focuses on Control and how it connects with Singular perturbation. His research integrates issues of Identification, PID controller, Dynamic programming and Bellman equation in his study of Nonlinear system. His research in Algorithm tackles topics such as Data modeling which are related to areas like Multivariate random variable, Model predictive control and Least squares.

Between 2018 and 2021, his most popular works were:

  • Off-Policy Interleaved $Q$ -Learning: Optimal Control for Affine Nonlinear Discrete-Time Systems (36 citations)
  • Heterogeneous Ensemble-Based Infill Criterion for Evolutionary Multiobjective Optimization of Expensive Problems (33 citations)
  • Dual-Rate Operational Optimal Control for Flotation Industrial Process With Unknown Operational Model (29 citations)

In his most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Statistics
  • Control theory

Tianyou Chai mainly focuses on Control theory, Mathematical optimization, Optimization problem, Nonlinear system and Artificial neural network. His Control theory study deals with Process control intersecting with Setpoint. His Multi-objective optimization study in the realm of Mathematical optimization connects with subjects such as Symmetric matrix.

His biological study spans a wide range of topics, including Local search, Global optimization and Reinforcement learning. His Nonlinear system research incorporates elements of Data mining, Identification, Partial derivative and Taylor series. His study in Artificial neural network is interdisciplinary in nature, drawing from both Prediction interval, Training set, Stochastic process, Bayesian probability and Hyperparameter.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Neural-Network-Based Terminal Sliding-Mode Control of Robotic Manipulators Including Actuator Dynamics

Liangyong Wang;Tianyou Chai;Lianfei Zhai.
IEEE Transactions on Industrial Electronics (2009)

468 Citations

Global finite-time stabilization of a class of switched nonlinear systems with the powers of positive odd rational numbers

Jun Fu;Ruicheng Ma;Tianyou Chai.
Automatica (2015)

385 Citations

Decentralized Fault Diagnosis of Large-Scale Processes Using Multiblock Kernel Partial Least Squares

Yingwei Zhang;Hong Zhou;S.J. Qin;Tianyou Chai.
IEEE Transactions on Industrial Informatics (2010)

242 Citations

Passivity and Passification for Networked Control Systems

Huijun Gao;Tongwen Chen;Tianyou Chai.
Siam Journal on Control and Optimization (2007)

236 Citations

Intelligent Optimal-Setting Control for Grinding Circuits of Mineral Processing Process

Ping Zhou;Tianyou Chai;Hong Wang.
IEEE Transactions on Automation Science and Engineering (2009)

154 Citations

Nonlinear Disturbance Observer-Based Control Design for a Robotic Exoskeleton Incorporating Fuzzy Approximation

Zhijun Li;Chun-Yi Su;Liangyong Wang;Ziting Chen.
IEEE Transactions on Industrial Electronics (2015)

149 Citations

Output-feedback adaptive optimal control of interconnected systems based on robust adaptive dynamic programming

Weinan Gao;Yu Jiang;Zhong-Ping Jiang;Tianyou Chai.
Automatica (2016)

142 Citations

Networked Multirate Output Feedback Control for Setpoints Compensation and Its Application to Rougher Flotation Process

Fangzhou Liu;Huijun Gao;Jianbin Qiu;Shen Yin.
IEEE Transactions on Industrial Electronics (2014)

131 Citations

Performance-Based Adaptive Fuzzy Tracking Control for Networked Industrial Processes

Tong Wang;Jianbin Qiu;Shen Yin;Huijun Gao.
IEEE Transactions on Systems, Man, and Cybernetics (2016)

124 Citations

Sampled-data-based stabilization of switched linear neutral systems

Jun Fu;Tai-Fang Li;Tianyou Chai;Chun-Yi Su.
Automatica (2016)

118 Citations

Best Scientists Citing Tianyou Chai

Chenguang Yang

Chenguang Yang

South China University of Technology

Publications: 44

Yan-Jun Liu

Yan-Jun Liu

Liaoning University of Technology

Publications: 40

Junfei Qiao

Junfei Qiao

Beijing University of Technology

Publications: 28

Shen Yin

Shen Yin

Norwegian University of Science and Technology

Publications: 27

Zhong-Ping Jiang

Zhong-Ping Jiang

New York University

Publications: 27

Wei He

Wei He

University of Science and Technology Beijing

Publications: 26

Weihua Gui

Weihua Gui

Central South University

Publications: 26

Peng Shi

Peng Shi

University of Adelaide

Publications: 25

Derong Liu

Derong Liu

University of Illinois at Chicago

Publications: 25

Shaocheng Tong

Shaocheng Tong

Liaoning University of Technology

Publications: 24

Yaochu Jin

Yaochu Jin

University of Surrey

Publications: 24

C. L. Philip Chen

C. L. Philip Chen

University of Macau

Publications: 23

Zhiqiang Ge

Zhiqiang Ge

Zhejiang University

Publications: 22

Zhijun Li

Zhijun Li

University of Science and Technology of China

Publications: 21

Quan-Ke Pan

Quan-Ke Pan

Northeastern University

Publications: 21

Shuzhi Sam Ge

Shuzhi Sam Ge

National University of Singapore

Publications: 21

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking d-index is inferred from publications deemed to belong to the considered discipline.

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