2025
Enhanced Security of Industrial Fault Diagnosis Systems With Synergy of Covert Attacks and Low-Overhead Defenses.
IEEE Trans. Ind. Informatics, February, 2025
DFDAN: A Dual-Branch Feature Decoupling-Driven Auxiliary Network for Enhanced Fault Diagnosis Safety.
IEEE Trans. Instrum. Meas., 2025
Train a real-world local path planner in one hour via partially decoupled reinforcement learning and vectorized diversity.
Eng. Appl. Artif. Intell., 2025
2024
Distributed Composite Learning Adaptive Fault-Tolerant Control for Multiple Marine Vehicles With Event-Triggered Communication.
IEEE Trans. Intell. Transp. Syst., June, 2024
Double-Loop-Optimization-Based Joint Parameter Tuning for Dynamic Matrix Control With Validation in Intelligent Cigarette Drying Process.
IEEE Trans. Ind. Informatics, May, 2024
Efficient Real-Time Path Planning with Self-Evolving Particle Swarm Optimization in Dynamic Scenarios.
Unmanned Syst., March, 2024
2023
DML-PL: Deep metric learning based pseudo-labeling framework for class imbalanced semi-supervised learning.
Inf. Sci., May, 2023
Randomization-based neural networks for image-based wind turbine fault diagnosis.
Eng. Appl. Artif. Intell., May, 2023
A diversity-based parallel particle swarm optimization for nonconvex economic dispatch problem.
Trans. Inst. Meas. Control, February, 2023
Borderline-margin loss based deep metric learning framework for imbalanced data.
Appl. Intell., 2023
Autonomous Exploration and Mapping for Mobile Robots via Cumulative Curriculum Reinforcement Learning.
IROS, 2023
2022
An Autoselection Strategy of Multiobjective Evolutionary Algorithms Based on Performance Indicator and its Application.
IEEE Trans Autom. Sci. Eng., 2022
Online health assessment and fault prediction for wind turbine generator.
J. Syst. Control. Eng., 2022
Balancing broad and deep searches in evolutionary computation via a parallel zoning search.
Evol. Intell., 2022
Cyber topology design guaranteed structural controllability for networked systems.
Sci. China Inf. Sci., 2022
End-to-End Autonomous Exploration for Mobile Robots in Unknown Environments through Deep Reinforcement Learning.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2022
A novel feature enhancement module for small object detection.
Proceedings of the IEEE International Conference on Industrial Technology, 2022
2021
Projection-Free Distributed Optimization With Nonconvex Local Objective Functions and Resource Allocation Constraint.
IEEE Trans. Control. Netw. Syst., 2021
Dynamic Multi-objective Optimization via Sliding Time Window and Parallel Computing.
Proceedings of the Advances in Swarm Intelligence - 12th International Conference, 2021
2020
An Automatic Recognition Method for Students' Classroom Behaviors Based on Image Processing.
Traitement du Signal, 2020
Graphical temporal semi-supervised deep learning-based principal fault localization in wind turbine systems.
J. Syst. Control. Eng., 2020
2019
Online health assessment of wind turbine based on operational condition recognition.
Trans. Inst. Meas. Control, 2019
Zoning search using a hyper-heuristic algorithm.
Sci. China Inf. Sci., 2019
Anomaly Detection of Wind Turbine Generator Based on Temporal Information.
Proceedings of the ICIT 2019, 2019
2016
Performance Limits Analysis of Nonlinear Model Predictive Control Systems.
J. Optim. Theory Appl., 2016
Multiple model predictive control for large envelope flight of hypersonic vehicle systems.
Inf. Sci., 2016
2014
A switch-mode information fusion filter based on ISRUKF for autonomous navigation of spacecraft.
Inf. Fusion, 2014
Synchronized control with neuro-agents for leader-follower based multiple robotic manipulators.
Neurocomputing, 2014
ANFIS Modeling of PMV Based on Hierarchical Fuzzy System.
Proceedings of the Intelligent Computing Methodologies - 10th International Conference, 2014
A data-driven performance assessment approach for MPC systems under multiple operating conditions.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014
2013
Moving Horizon Scheduling for Networked Control Systems With Communication Constraints.
IEEE Trans. Ind. Electron., 2013
Control of Single-Phase CHB Grid-Connected Photovoltaic under Non-Uniform Irradiation Conditions.
Proceedings of the 3rd IFAC International Conference on Intelligent Control and Automation Science, 2013
On Variation of Infinite Horizon Performance of Model Predictive Control with Varying Receding Horizon.
Proceedings of the 3rd IFAC International Conference on Intelligent Control and Automation Science, 2013
Neural networked based synchronized control for multiple robotic manipulators.
Proceedings of the 10th IEEE International Conference on Control and Automation, 2013
Distributed model predictive control based on neighbourhood optimization for high speed train.
Proceedings of the 10th IEEE International Conference on Control and Automation, 2013
Data-driven water supply systems modelling.
Proceedings of the 9th Asian Control Conference, 2013
Data-driven based predictive controller design for vapor compression refrigeration cycle systems.
Proceedings of the 9th Asian Control Conference, 2013
2012
Stability analysis for T-S fuzzy control systems with linear interpolations into membership functions.
Proceedings of the 12th International Conference on Control Automation Robotics & Vision, 2012
2011
'Periodically-active phenomenon' of DIS-NCS with scattering transformation.
Int. J. Control, 2011
Model-based predictive control for spatially-distributed systems using dimensional reduction models.
Int. J. Autom. Comput., 2011
2010
Type-II T-S fuzzy modelling for SCR flue gas denitration.
Int. J. Model. Identif. Control., 2010
An optimal point-wise control method for parabolic distributed parameter systems.
Proceedings of the 11th International Conference on Control, 2010
2009
Optimal Bandwidth Design for Lazy Learning Via Particle Swarm Optimization.
Intell. Autom. Soft Comput., 2009
Min-max model predictive control for constrained nonlinear systems via multiple LPV embeddings.
Sci. China Ser. F Inf. Sci., 2009
Type-II T-S fuzzy model-based predictive control.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
2008
Type-2 T-S fuzzy modeling for the dynamic systems with measurement noise.
Proceedings of the FUZZ-IEEE 2008, 2008
2006
A wide-range operating fuzzy control algorithm via receding horizon optimization.
J. Intell. Fuzzy Syst., 2006
2004
Multi-model predictive control based on the Takagi-Sugeno fuzzy models: a case study.
Inf. Sci., 2004
2001
Modeling PH Neutralization Process Using Fuzzy Satisfactory Clustering.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001