Tianyou Chai

520 papers A* 3B 4C 38Misc 1Journal 395Unranked 79
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Human-in-the-Loop Framework for Interactive and Explainable Data-Driven Modeling.
IEEE Trans. Emerg. Top. Comput. Intell.
Shengbo Hong, Wen Yu, Tianyou Chai
2026 J jnl
Continuous Safety-Critical Control of Mobile Robots With Set-Valued Feedback in Body-Fixed Coordinate Frame.
IEEE Trans. Autom. Control.
Si Wu, Tengfei Liu, Weidong Zhang, Jinliang Ding, Zhong-Ping Jiang, Tianyou Chai
2026 J jnl
Data-Driven Hierarchical Decision-Making Modeling for Complex Industrial Processes.
IEEE Trans Autom. Sci. Eng.
Shengbo Hong, Wen Yu, Tianyou Chai
2026 J jnl
Detection and Identification of Sensor and Actuator Faults in Multiagent Systems: An Attack-Immune Sensor/Actuator Fault Decoupling Observer.
IEEE Trans. Reliab.
Yuxiang Hu, Shaowen Lu, Chaozhong Guo, Jihong Yan, Bin Jiang, Tianyou Chai
2026 J jnl
Discretized Distributed Optimization Control for Second-Order Nonlinear Multiagent Systems With Uncertainty.
IEEE Trans. Autom. Control.
Ruonan Yuan, Zhi-Liang Zhao, Jie Liu, Tianyou Chai
2026 J jnl
Distributed Robust Output-Constrained Control of Unknown Nonlinear Multiagent Systems Under Switching Topologies.
IEEE Trans. Signal Inf. Process. over Networks
Haixiu Xie, Jin-Xi Zhang, Tianyou Chai, Zhongmei Li
2026 J jnl
Fault-Tolerant Prescribed Performance Control of Cascade Nonlinear Systems With Sensor Faults and Unknown Dynamics.
IEEE Trans. Ind. Electron.
Kai-Di Xu, Jin-Xi Zhang, Tianyou Chai
2026 J jnl
Fixed-Time Sensor Fault Detection Observer With Actuator Fault Decoupling for Attack-Free Consensus Systems.
IEEE Trans. Control. Netw. Syst.
Yuxiang Hu, Xuewu Dai, Jinliang Ding, Tianyou Chai
2026 J jnl
Interactive explainability in data-driven modeling: A neural-network-centric survey.
Neurocomputing
Shengbo Hong, Wen Yu, Tianyou Chai
2026 J jnl
Multi-Modal Data Fusion Approach for Real-Time Monitoring of Industrial Equipment.
IEEE Trans. Emerg. Top. Comput. Intell.
Danwei Zhang, Wen Yu, Quan Xu, Tianyou Chai
2026 J jnl
Quality evaluation-based resilient distributed state estimation over time-varying networks via multi-hop communication.
Autom.
Rui Gao, Guang-Hong Yang, Tianyou Chai
2026 J jnl
RAID: Retrieval-Augmented Anomaly Detection.
CoRR
Mingxiu Cai, Zhe Zhang, Gaochang Wu, Tianyou Chai, Xiatian Zhu
2025 J jnl
A Multistage Expensive Constrained Multiobjective Optimization Algorithm Based on Ensemble Infill Criterion.
IEEE Trans. Evol. Comput.
Haofeng Wu, Qingda Chen, Jiaxin Chen, Yaochu Jin, Jinliang Ding, Xingyi Zhang, Tianyou Chai
2025 J jnl
A Novel Semisupervised Approach for Caustic Concentration Prediction in Alumina Production.
IEEE Trans. Ind. Informatics
Suting Gao, Wen Yu, Tianyou Chai
2025 J jnl
Adaptive tracking control of uncertain strict-feedback systems with tight self-adjustable performance guarantees.
Sci. China Inf. Sci.
Haixiu Xie, Jin-Xi Zhang, Tianyou Chai
2025 J jnl
An Anti-Latency Intelligent Control for 5G Wireless Networks Based on End-Edge-Cloud Collaboration.
IEEE J. Sel. Areas Commun.
Tianyou Chai, Fangxin Xing, Rui Zheng, Yao Jia, Yanjie Song
2025 J jnl
Communication-Efficient Distributed Online Nonconvex Optimization with Time-Varying Constraints.
CoRR
Kunpeng Zhang, Lei Xu, Xinlei Yi, Guanghui Wen, Ming Cao, Karl Henrik Johansson, Tianyou Chai, Tao Yang
2025 J jnl
Comprehensive Production Index Prediction Using Dual-Scale Deep Learning in Mineral Processing.
IEEE Trans. Neural Networks Learn. Syst.
Kesheng Zhang, Wen Yu, Yao Jia, Tianyou Chai
2025 J jnl
Constrained Tracking Control of MIMO Nonlinear Systems With Discontinuous References and Unknown Dynamics.
IEEE Trans Autom. Sci. Eng.
Jin-Xi Zhang, Weili Qi, Tianyou Chai
2025 A* conf
CostFilter-AD: Enhancing Anomaly Detection through Matching Cost Filtering.
ICML
Zhe Zhang, Mingxiu Cai, Hanxiao Wang, Gaochang Wu, Tianyou Chai, Xiatian Zhu
2025 J jnl
CostFilter-AD: Enhancing Anomaly Detection through Matching Cost Filtering.
CoRR
Zhe Zhang, Mingxiu Cai, Hanxiao Wang, Gaochang Wu, Tianyou Chai, Xiatian Zhu
2025 J jnl
Cross-Modal Learning for Anomaly Detection in Complex Industrial Process: Methodology and Benchmark.
IEEE Trans. Circuits Syst. Video Technol.
Gaochang Wu, Yapeng Zhang, Lan Deng, Jingxin Zhang, Tianyou Chai
2025 J jnl
Cyclic Performance Monitoring-Based Fault-Tolerant Funnel Control of Unknown Nonlinear Systems With Actuator Failures.
IEEE Trans. Autom. Control.
Jin-Xi Zhang, Jinliang Ding, Tianyou Chai
2025 J jnl
Data-Driven Closed-Loop Process Fault Diagnosis With Enhanced Fault Dynamics.
IEEE Trans. Ind. Electron.
Qiang Liu, Li Wen, Gaochang Wu, Tianyou Chai, S. Joe Qin
2025 J jnl
Data-driven optimal tuning of PID controller parameters.
Sci. China Inf. Sci.
Ning Liu, Tianyou Chai, Yajun Zhang, Weinan Gao
2025 J jnl
DeFedTL: A Decentralized Federated Transfer Learning Method for Fault Diagnosis.
IEEE Trans. Ind. Informatics
Danya Xu, Yi Liu, Guanghui Wen, Yaochu Jin, Tianyou Chai, Tao Yang
2025 J jnl
Decentralized Federated Learning Algorithm Under Adversary Eavesdropping.
IEEE CAA J. Autom. Sinica
Lei Xu, Danya Xu, Xinlei Yi, Chao Deng, Tianyou Chai, Tao Yang
2025 J jnl
Deep Learning Framework for Collaborative Variable Time Delay Estimation and Uncertainty Quantification in Industrial Quality Prediction.
IEEE Trans. Ind. Informatics
Liyi Yu, Wen Yu, Yao Jia, Tianyou Chai
2025 — conf
Distributed Constrained Online Nonconvex Optimization with Compressed Communication.
CDC
Kunpeng Zhang, Lei Xu, Xinlei Yi, Ming Cao, Karl Henrik Johansson, Tianyou Chai, Tao Yang
2025 J jnl
Distributed Constrained Online Nonconvex Optimization with Compressed Communication.
CoRR
Kunpeng Zhang, Lei Xu, Xinlei Yi, Ming Cao, Karl Henrik Johansson, Tianyou Chai, Tao Yang
2025 J jnl
Distributed Event-Triggered Bandit Convex Optimization With Time-Varying Constraints.
IEEE Trans. Control. Netw. Syst.
Kunpeng Zhang, Xinlei Yi, Guanghui Wen, Ming Cao, Karl Henrik Johansson, Tianyou Chai, Tao Yang
2025 J jnl
Distributed Online Convex Optimization With Time-Varying Constraints: Tighter Cumulative Constraint Violation Bounds Under Slater's Condition.
IEEE Trans. Autom. Control.
Xinlei Yi, Xiuxian Li, Tao Yang, Lihua Xie, Yiguang Hong, Tianyou Chai, Karl Henrik Johansson
2025 J jnl
Distributed Optimal Resource Allocation for High-Order Nonlinear Multiagent Systems Over Unbalanced Digraphs.
IEEE Trans. Control. Netw. Syst.
Zeli Zhao, Jinliang Ding, Jin-Xi Zhang, Yang Shi, Tianyou Chai
2025 J jnl
Dual-Scale Attributed Graph Transformer for Extracting Spatial-Temporal Features With Applications in Quality Index Prediction.
IEEE Trans. Emerg. Top. Comput. Intell.
Kesheng Zhang, Wen Yu, Tianyou Chai
2025 J jnl
Dyadic Control for Formation Maintenance and Collision Avoidance in Cooperative Road Transportation Systems.
IEEE Trans. Intell. Transp. Syst.
Cui Wei, Zhengyi Li, Ye-Hwa Chen, Jun Fu, Tianyou Chai
2025 J jnl
Entropy optimization based linear compensation for performance enhancement of NMPC and its applications.
J. Frankl. Inst.
Xiaoyang Sun, Ping Zhou, Tianyou Chai
2025 J jnl
Feasible-Set Reshaping for Constraint Qualification in Optimization-Based Control.
CoRR
Si Wu, Tengfei Liu, Yiguang Hong, Zhong-Ping Jiang, Tianyou Chai
2025 J jnl
Finite-Rate Distributed Secondary Control Over Digital Communication Networks Using an Event-Triggered Quantized Algorithm for Islanded Modern Microgrids Utilizing Inverter-Based Resources.
IEEE Trans. Ind. Informatics
Amir Afshari, Mohammad Raeispour, Masoud Davari, Weinan Gao, Frede Blaabjerg, Tianyou Chai
2025 J jnl
Game-theoretical analysis of strategic information transmission for gradient privacy protection.
J. Control. Decis.
Hanyuan Jiang, Wanjun Song, Long Bai, Yuzhe Li, Tianyou Chai
2025 J jnl
Geo-NI: Geometry-Aware Neural Interpolation for Light Field Rendering.
IEEE Trans. Pattern Anal. Mach. Intell.
Gaochang Wu, Yuemei Zhou, Lu Fang, Yebin Liu, Tianyou Chai
2025 J jnl
Intelligent Working Conditions Recognition Method and Application Incorporating Semi-Supervised Learning With Multilevel Information Fusion.
IEEE Trans. Instrum. Meas.
Ping Zhou, Benyi Jiang, Yu Zhang, Tianyou Chai
2025 J jnl
Intelligent recognition of steel plate surface defect based on deep convolutional GAN.
Neural Comput. Appl.
Benyi Jiang, Ping Zhou, Xiaoyang Sun, Tianyou Chai
2025 J jnl
Interpretable Recognition of Fused Magnesium Furnace Working Conditions with Deep Convolutional Stochastic Configuration Networks.
CoRR
Weitao Li, Xinru Zhang, Dianhui Wang, Qianqian Tong, Tianyou Chai
2025 J jnl
Iterative Learning Model Predictive Control for Robust Rescheduling of Intercity Express Trains.
IEEE Trans. Intell. Transp. Syst.
Jiajun Kang, Xuewu Dai, Yuxiang Hu, Peng Yue, Hui Zhao, Dongliang Cui, Tianyou Chai
2025 J jnl
Low Overhead Minimum Variance Time Synchronization for Time-Sensitive Wireless Sensor Networks.
IEEE Trans Autom. Sci. Eng.
Zhian Jia, Dongliang Cui, Xuewu Dai, Zhi-Wei Liu, Shuxin Liu, Tianyou Chai
2025 J jnl
Low-Complexity Decentralized Output-Feedback Fault-Tolerant Control of General Unknown Interconnected Nonlinear Systems.
IEEE Trans Autom. Sci. Eng.
Jin-Zi Yang, Jin-Xi Zhang, Tianyou Chai
2025 J jnl
Low-Complexity Distributed Prescribed Performance Control of Unknown Nonlinear Multiagent Systems Under Switching Topologies.
IEEE Trans. Cybern.
Haixiu Xie, Jin-Xi Zhang, Tianyou Chai
2025 J jnl
Low-Complexity Fault-Tolerant Prescribed Performance Control of Unknown Nonlinear Systems With Deferred Actuator Replacement.
IEEE Trans. Syst. Man Cybern. Syst.
Kai-Di Xu, Jin-Xi Zhang, Tianyou Chai, Zhongmei Li
2025 J jnl
Model-Free Inverse H-Infinity Control for Imitation Learning.
IEEE Trans Autom. Sci. Eng.
Wenqian Xue, Bosen Lian, Yusuf Kartal, Jialu Fan, Tianyou Chai, Frank L. Lewis
2025 J jnl
OD-TGCN: An Observer-Driven Temporal Graph Convolutional Network for Early Fault Detection of Control Systems.
IEEE Trans. Circuits Syst. I Regul. Pap.
Yuxiang Hu, Xuewu Dai, Peng Yue, Jinliang Ding, Tianyou Chai
2025 J jnl
Off-Policy Reinforcement Learning for $H_\infty$ Control of Linear Discrete-Time Systems With Network-Induced Dropouts.
IEEE Trans. Autom. Control.
Yi Jiang, Tao Yang, Weinan Gao, Jin Wu, Tianyou Chai, Frank L. Lewis
2025 J jnl
One-Point Sampling for Distributed Bandit Convex Optimization With Time-Varying Constraints.
IEEE Trans. Control. Netw. Syst.
Kunpeng Zhang, Lei Xu, Xinlei Yi, Guanghui Wen, Lihua Xie, Tianyou Chai, Tao Yang
2025 J jnl
One-Point Sampling for Distributed Bandit Convex Optimization with Time-Varying Constraints.
CoRR
Kunpeng Zhang, Lei Xu, Xinlei Yi, Guanghui Wen, Lihua Xie, Tianyou Chai, Tao Yang
2025 J jnl
Output Feedback-Based Adaptive Optimal Output Regulation for Continuous-Time Strict-Feedback Nonlinear Systems.
IEEE Trans. Autom. Control.
Yi Jiang, Tianyou Chai, Guanrong Chen
2025 J jnl
Output-Feedback Proportional-Integral Fuzzy Control of Unknown Nonlinear Systems With Prescribed Performance.
IEEE Trans. Fuzzy Syst.
Jin-Zi Yang, Jin-Xi Zhang, Tianyou Chai
2025 J jnl
Prescribed Performance Control of Nonlinear Systems With Unknown Sign-Switching Virtual Control Coefficients.
IEEE CAA J. Autom. Sinica
Jin-Zi Yang, Jin-Xi Zhang, Tianyou Chai
2025 J jnl
Real-Time Caustic Ratio Prediction in Alumina Digestion Process for Closed-Loop Operation: A Cloud-Edge Deep Learning Approach.
IEEE Trans Autom. Sci. Eng.
Liyi Yu, Wen Yu, Yao Jia, Tianyou Chai
2025 J jnl
Reinforcement Learning to Stabilize Singularly Perturbed DC-Side Dynamics of Grid-Connected Voltage-Source Converters in Modern AC-DC Grids Using Singular Perturbation Theory and Adaptive Dynamic Programming.
IEEE Trans. Ind. Electron.
Masoud Davari, Jianguo Zhao, Chunyu Yang, Weinan Gao, Tianyou Chai
2025 J jnl
Resilient Control Under Denial-of-Service and Uncertainty: An Adaptive Dynamic Programming Approach.
IEEE Trans. Autom. Control.
Weinan Gao, Zhong-Ping Jiang, Tianyou Chai
2025 J jnl
Risk-Constrained MPC With Application in Safety-Critical Control of Turbofan Engines.
IEEE Trans Autom. Sci. Eng.
Ran Chen, Yuzhe Li, Tianyou Chai
2025 — conf
Safe Output-Feedback Control for a Class of Linear Systems with Multiple Output Constraints.
CDC
Si Wu, Tengfei Liu, Jinliang Ding, Yuzhe Li, Tianyou Chai, Zhong-Ping Jiang
2025 J jnl
Singularity-Free Low-Complexity Fault-Tolerant Prescribed Performance Control for Spacecraft Attitude Stabilization.
IEEE Trans Autom. Sci. Eng.
Jin-Xi Zhang, Yun-Qi Liu, Tianyou Chai
2025 J jnl
Spatio-Temporal Attention Adversarial Autoencoders for Enhanced Anomaly Detection in High-Pressure Grinding Rolls.
IEEE Trans. Ind. Informatics
Danwei Zhang, Wen Yu, Quan Xu, Tianyou Chai
2025 J jnl
Stacked semi-supervised autoencoder-regularized RVFLNs for reliable prediction of molten iron quality in blast furnace.
Neural Comput. Appl.
Ping Zhou, Peng Zhao, Zihui Ou, Tianyou Chai
2025 J jnl
Unified Domain Adaptive Semantic Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Zhe Zhang, Gaochang Wu, Jing Zhang, Xiatian Zhu, Dacheng Tao, Tianyou Chai
2025 J jnl
Unified Unsupervised Anomaly Detection via Matching Cost Filtering.
CoRR
Zhe Zhang, Mingxiu Cai, Gaochang Wu, Jing Zhang, Lingqiao Liu, Dacheng Tao, Tianyou Chai, Xiatian Zhu
2025 J jnl
Virtual Error-Based Data-Driven P-Type Adaptive Predictive Control and Its Applications.
IEEE Trans Autom. Sci. Eng.
Guojie Li, Ping Zhou, Yuyang Zhou, Tianyou Chai
2024 J jnl
A Knee Point Driven Evolutionary Algorithm for Multiobjective Bilevel Optimization.
IEEE Trans. Cybern.
Jiaxin Chen, Jinliang Ding, Ke Li, Kay Chen Tan, Tianyou Chai
2024 J jnl
A Surrogate-Assisted Expensive Constrained Multi-Objective Optimization Algorithm Based on Adaptive Switching of Acquisition Functions.
IEEE Trans. Emerg. Top. Comput. Intell.
Haofeng Wu, Qingda Chen, Yaochu Jin, Jinliang Ding, Tianyou Chai
2024 J jnl
Adaptive Constraint Penalty-Based Multiobjective Operation Optimization of an Industrial Dynamic System With Complex Multiconstraint.
IEEE Trans. Cybern.
Ping Zhou, Shuai Zhang, Tianyou Chai
2024 J jnl
Adaptive Distributed Control of Nonlinear Multiagent Systems With Event-Triggered for Communication Faults and Dead-Zone Inputs.
IEEE Trans. Cybern.
Jiayue Sun, Zhiming Xu, Huaguang Zhang, Tianyou Chai, Shiyang Wang
2024 J jnl
Agile Formation Control for Intelligent Swarm Systems With Guaranteed Collision Avoidance.
IEEE Trans. Intell. Transp. Syst.
Cui Wei, Ye-Hwa Chen, Tianyou Chai, Jun Fu
2024 — conf
Compressed Distributed Zeroth-Order Gradient Tracking for Nonconvex Optimization.
ICCA
Lei Xu, Xinlei Yi, Jiayue Sun, Guanghui Wen, Tianyou Chai, Tao Yang
2024 J jnl
Contouring Error Bounded Control for Biaxial Switched Linear Systems.
CoRR
Meng Yuan, Ye Wang, Chris Manzie, Zhezhuang Xu, Tianyou Chai
2024 J jnl
Cross-Modal Learning for Anomaly Detection in Fused Magnesium Smelting Process: Methodology and Benchmark.
CoRR
Gaochang Wu, Yapeng Zhang, Lan Deng, Jingxin Zhang, Tianyou Chai
2024 J jnl
Data-Driven Inverse Reinforcement Learning Control for Linear Multiplayer Games.
IEEE Trans. Neural Networks Learn. Syst.
Bosen Lian, Vrushabh S. Donge, Frank L. Lewis, Tianyou Chai, Ali Davoudi
2024 J jnl
Demand Peak Forecasting of the Fused Magnesia Furnace Group With Model Prediction and Adaptive Deep Learning.
IEEE Trans. Neural Networks Learn. Syst.
Yuheng Liu, Tianyou Chai
2024 J jnl
Detection and Identification of Cyberattacks and Physical Faults in Multi-Agent Systems: A Distributed Disturbance Decoupling Observer.
IEEE Trans. Ind. Informatics
Yuxiang Hu, Xuewu Dai, Dongliang Cui, Tianyou Chai
2024 J jnl
Distributed Cooperative Optimization for Nonlinear Heterogeneous MASs Under Intermittent Communication.
IEEE Trans. Autom. Control.
Chao Deng, Lei Xu, Tao Yang, Dong Yue, Tianyou Chai
2024 J jnl
Distributed Feedback Optimization of Nonlinear Uncertain Systems Subject to Inequality Constraints.
IEEE Trans. Autom. Control.
Zhengyan Qin, Tengfei Liu, Tao Liu, Zhong-Ping Jiang, Tianyou Chai
2024 J jnl
Distributed Knowledge Transfer for Evolutionary Multitask Multimodal Optimization.
IEEE Trans. Evol. Comput.
Kailai Gao, Cuie Yang, Jinliang Ding, Kay Chen Tan, Tianyou Chai
2024 J jnl
Distributed Nonconvex Optimization With Event-Triggered Communication.
IEEE Trans. Autom. Control.
Lei Xu, Xinlei Yi, Yang Shi, Karl Henrik Johansson, Tianyou Chai, Tao Yang
2024 J jnl
Distributed Optimal Resource Allocation With Local Feasibility Constraints for High-Order Multiagent Systems.
IEEE Trans. Control. Netw. Syst.
Zeli Zhao, Jinliang Ding, Jin-Xi Zhang, Tianyou Chai
2024 J jnl
Distributed online constrained convex optimization with event-triggered communication.
Eur. J. Control
Kunpeng Zhang, Xinlei Yi, Yuzhe Li, Ming Cao, Tianyou Chai, Tao Yang
2024 J jnl
Error-based adaptive optimal tracking control of nonlinear discrete-time systems.
Sci. China Inf. Sci.
Chun Li, Jinliang Ding, Frank L. Lewis, Tianyou Chai
2024 J jnl
Evolutionary Multi-Objective Bayesian Optimization Based on Multisource Online Transfer Learning.
IEEE Trans. Emerg. Top. Comput. Intell.
Huiting Li, Yaochu Jin, Tianyou Chai
2024 C conf
Evolving Neural Networks for Bi-Level Human Decision-Making Prediction in Mineral Processing.
IECON
Shengbo Hong, Wen Yu, Yingqin Zhu, Tianyou Chai, Qingda Chen, Yao Jia
2024 J jnl
Fast Sensitivity-Analysis-Based Online Self-Organizing Broad Learning System.
IEEE Trans. Ind. Informatics
Ling Yi, Jinliang Ding, Changxin Liu, Tianyou Chai
2024 J jnl
Fault-Tolerant Prescribed Performance Control of Wheeled Mobile Robots: A Mixed-Gain Adaption Approach.
IEEE Trans. Autom. Control.
Jin-Xi Zhang, Jinliang Ding, Tianyou Chai
2024 J jnl
Feed Concentration Forecasting Using Closed-Loop Input Error and Deep Learning.
IEEE Trans. Ind. Informatics
Xianyao Han, Wen Yu, Yao Jia, Tianyou Chai
2024 J jnl
Hybrid Intelligent Optimization of Nonlinear Switched Systems With Guaranteed Feasibility.
IEEE Trans. Artif. Intell.
Huan Li, Jun Fu, Tianyou Chai
2024 J jnl
Hybrid Iteration ADP Algorithm to Solve Cooperative, Optimal Output Regulation Problem for Continuous-Time, Linear, Multiagent Systems: Theory and Application in Islanded Modern Microgrids With IBRs.
IEEE Trans. Ind. Electron.
Omar Qasem, Masoud Davari, Weinan Gao, Daniel R. Kirk, Tianyou Chai
2024 J jnl
Industrial Metaverse-Based Intelligent PID Optimal Tuning System for Complex Industrial Processes.
IEEE Trans. Cybern.
Tianyou Chai, Zheng Zhou, Siyu Cheng, Yao Jia, Yanjie Song
2024 J jnl
Intelligent decision-making system for mineral processing production indices based on digital twin interactive visualization.
J. Vis.
Kesheng Zhang, Quan Xu, Changxin Liu, Tianyou Chai
2024 J jnl
Invariance Principles for Nonlinear Discrete-Time Switched Systems and Its Application to Output Synchronization of Dynamical Networks.
IEEE Trans. Cybern.
Jun Fu, Chensong Li, Yabing Huang, Yuzhe Li, Tianyou Chai
2024 J jnl
Inverse Reinforcement Learning for Trajectory Imitation Using Static Output Feedback Control.
IEEE Trans. Cybern.
Wenqian Xue, Bosen Lian, Jialu Fan, Tianyou Chai, Frank L. Lewis
2024 J jnl
Model Predictive Control With Guaranteed Feasibility of Inequality Path Constraints.
IEEE Trans. Cybern.
Jun Fu, Yanhui Liu, Rolf Findeisen, Tianyou Chai
2024 J jnl
Model-Free Q-Learning for the Tracking Problem of Linear Discrete-Time Systems.
IEEE Trans. Neural Networks Learn. Syst.
Chun Li, Jinliang Ding, Frank L. Lewis, Tianyou Chai
2024 — conf
Multi-Objective Derivative-Free Optimization Based on Hessian-Aware Gaussian Smoothing Method.
ICCA
Ran Chen, Yuzhe Li, Tianyou Chai
2024 J jnl
Multiobjective Optimization for Turbofan Engine Using Gradient-Free Method.
IEEE Trans. Syst. Man Cybern. Syst.
Ran Chen, Yuzhe Li, Xi-Ming Sun, Tianyou Chai
2024 J jnl
Multipopulation Evolution-Based Dynamic Constrained Multiobjective Optimization Under Diverse Changing Environments.
IEEE Trans. Evol. Comput.
Qingda Chen, Jinliang Ding, Gary G. Yen, Shengxiang Yang, Tianyou Chai
2024 J jnl
Neural Network Control of Underactuated Surface Vehicles With Prescribed Trajectory Tracking Performance.
IEEE Trans. Neural Networks Learn. Syst.
Jin-Xi Zhang, Tao Yang, Tianyou Chai
2024 J jnl
On proper and stable stabilising controllers for a class of linear multivariable systems.
Int. J. Control
Antonis-Ioannis G. Vardulakis, Aristotelis Yannakoudakis, Cui Wei, Tianyou Chai
2024 J jnl
Online Sequential Sparse Robust Neural Networks With Random Weights for Imperfect Industrial Streaming Data Modeling.
IEEE Trans Autom. Sci. Eng.
Chaoyao Wen, Ping Zhou, Wei Dai, Liang Dong, Tianyou Chai
2024 J jnl
Optimal Tracking Control of Blast Furnace Molten Iron Quality Based on Krotov's Method and Nonlinear Subspace Identification.
IEEE Trans. Ind. Electron.
Yue Liu, Ping Zhou, Xiaoyang Sun, Tianyou Chai
2024 J jnl
Proportional-Integral Funnel Control of Unknown Lower-Triangular Nonlinear Systems.
IEEE Trans. Autom. Control.
Jin-Xi Zhang, Tianyou Chai
2024 J jnl
Quantized Zeroth-Order Gradient Tracking Algorithm for Distributed Nonconvex Optimization Under Polyak-Łojasiewicz Condition.
IEEE Trans. Cybern.
Lei Xu, Xinlei Yi, Chao Deng, Yang Shi, Tianyou Chai, Tao Yang
2024 J jnl
Refined Fractional-Order Fault-Tolerant Coordinated Tracking Control of Networked Fixed-Wing UAVs Against Faults and Communication Delays via Double Recurrent Perturbation FNNs.
IEEE Trans. Cybern.
Ziquan Yu, Youmin Zhang, Bin Jiang, Chun-Yi Su, Jun Fu, Ying Jin, Tianyou Chai
2024 J jnl
Reinforcement Learning for Synchronization of Heterogeneous Multiagent Systems by Improved Q-Functions.
IEEE Trans. Cybern.
Jinna Li, Lin Yuan, Weiran Cheng, Tianyou Chai, Frank L. Lewis
2024 J jnl
Resilient control under denial-of-service and uncertainty: An adaptive dynamic programming approach.
CoRR
Weinan Gao, Zhong-Ping Jiang, Tianyou Chai
2024 J jnl
Robust Fault-Tolerant Dynamic Positioning of Marine Surface Vessels With Prescribed Performance.
IEEE Trans. Intell. Transp. Syst.
Jin-Xi Zhang, En-Yuan Cui, Tianyou Chai
2024 J jnl
Robust Prescribed Performance Control of Nonlinear Systems With Unknown Odd Powers.
IEEE Trans. Cybern.
Jin-Xi Zhang, Tianyou Chai
2024 J jnl
Robust Tracking Control of Unknown Nonlinear Systems With Discontinuous References Under Output Constraints.
IEEE Trans. Syst. Man Cybern. Syst.
Jin-Xi Zhang, Tianyou Chai
2024 J jnl
Safety-Based Speed Control of a Wheelchair Using Robust Adaptive Model Predictive Control.
IEEE Trans. Cybern.
Meng Yuan, Ye Wang, Lei Li, Tianyou Chai, Wei Tech Ang
2024 C conf
Semi-Supervised Caustic Concentration Prediction in Alumina Production with Transformers.
IECON
Suting Gao, Wen Yu, Tianyou Chai
2024 J jnl
Semisupervised Classification With Sequence Gaussian Mixture Variational Autoencoder.
IEEE Trans. Ind. Electron.
Shuangqing Wang, Jianbo Yu, Zhi Li, Tianyou Chai
2024 J jnl
Signal Compensation Control With DDPG-Based Tuning Strategy for Electronic Throttle System.
IEEE Trans. Ind. Electron.
Weiwei Cao, Ran Chen, Mingxin Kang, Yuzhe Li, Tianyou Chai
2024 J jnl
State-Space Modeling and Feedback Control for Real-Time Automatic Train Timetable Rescheduling of Intercity HSRs.
IEEE Trans. Intell. Transp. Syst.
Jiajun Kang, Dongliang Cui, Xuewu Dai, Hui Zhao, Yuxiang Hu, Tianyou Chai
2024 J jnl
iHPPPVis: Interactive Visual Analytics Approach for Production Performance Monitoring of Heavy-Plate Production Process.
IEEE Trans. Cybern.
Tongkang Zhang, Jinliang Ding, Cheng Zeng, Kaifeng Guan, Ye Liu, Chunhui Zhao, Tianyou Chai
2023 J jnl
A Data Stream Ensemble Assisted Multifactorial Evolutionary Algorithm for Offline Data-Driven Dynamic Optimization.
Evol. Comput.
Cuie Yang, Jinliang Ding, Yaochu Jin, Tianyou Chai
2023 J jnl
A Disturbance Decoupling Generalized Proportional-Integral Observer Design for Robust Sensor Fault Detection.
IEEE Trans. Ind. Electron.
Xuewu Dai, Yuxiang Hu, Dongliang Cui, Tianyou Chai
2023 J jnl
Adaptive Optimal Control of Linear Discrete-Time Networked Control Systems with Two-Channel Stochastic Dropouts.
SIAM J. Control. Optim.
Yi Jiang, Weinan Gao, Ci Chen, Tianyou Chai, Frank L. Lewis
2023 J jnl
Adaptive robust control for Pendubot with matched-mismatched uncertainty via constraint-following.
Robotica
Cui Wei, Ye-Hwa Chen, Tianyou Chai, Jun Fu
2023 J jnl
Approximate Scenario-Based Economic Model Predictive Control With Application to Wind Energy Conversion System.
IEEE Trans. Ind. Informatics
Jinghan Cui, Xiangjie Liu, Tianyou Chai
2023 J jnl
Communication Compression for Distributed Nonconvex Optimization.
IEEE Trans. Autom. Control.
Xinlei Yi, Shengjun Zhang, Tao Yang, Tianyou Chai, Karl Henrik Johansson
2023 J jnl
Consensus of Nonlinear Multiagent Systems With Uncertainties Using Reinforcement Learning Based Sliding Mode Control.
IEEE Trans. Circuits Syst. I Regul. Pap.
Jinna Li, Lin Yuan, Tianyou Chai, Frank L. Lewis
2023 J jnl
DA-STC: Domain Adaptive Video Semantic Segmentation via Spatio-Temporal Consistency.
CoRR
Zhe Zhang, Gaochang Wu, Jing Zhang, Chunhua Shen, Dacheng Tao, Tianyou Chai
2023 J jnl
Data-Driven H
IEEE Trans. Neural Networks Learn. Syst.
Li Zhang, Jialu Fan, Wenqian Xue, Victor G. Lopez, Jinna Li, Tianyou Chai, Frank L. Lewis
2023 J jnl
Data-Driven Inverse Reinforcement Learning for Expert-Learner Zero-Sum Games.
CoRR
Wenqian Xue, Bosen Lian, Jialu Fan, Tianyou Chai, Frank L. Lewis
2023 J jnl
Deep Reinforcement Learning for Smart Grid Operations: Algorithms, Applications, and Prospects.
Proc. IEEE
Yuanzheng Li, Chaofan Yu, Mohammad Shahidehpour, Tao Yang, Zhigang Zeng, Tianyou Chai
2023 J jnl
Distributed Fuzzy Containment Control for Stochastic Nonlinear Multiagent Systems Under Denial-of-Service Attacks.
IEEE Trans. Fuzzy Syst.
Jiayue Sun, Xiyue Guo, Tao Yang, Huaguang Zhang, Tianyou Chai
2023 J jnl
Distributed Online Convex Optimization with Adversarial Constraints: Reduced Cumulative Constraint Violation Bounds under Slater's Condition.
CoRR
Xinlei Yi, Xiuxian Li, Tao Yang, Lihua Xie, Yiguang Hong, Tianyou Chai, Karl Henrik Johansson
2023 J jnl
Dynamic Regret and Cumulative Constraint Violation Analysis for Distributed Online Constrained Convex Optimization with Event-Triggered Communication.
CoRR
Kunpeng Zhang, Xinlei Yi, Yuzhe Li, Ming Cao, Tianyou Chai, Tao Yang
2023 J jnl
Enhanced NMPC for Stochastic Dynamic Systems Driven by Control Error Compensation With Entropy Optimization.
IEEE Trans. Control. Syst. Technol.
Ping Zhou, Xiaoyang Sun, Tianyou Chai
2023 J jnl
Event-Triggered Model Reference Adaptive Control for Linear Partially Time-Variant Continuous-Time Systems With Nonlinear Parametric Uncertainty.
IEEE Trans. Autom. Control.
Yi Jiang, Dawei Shi, Jialu Fan, Tianyou Chai, Tongwen Chen
2023 J jnl
Event-Triggered Prespecified Performance Control for Steer-by-Wire Systems With Input Nonlinearity.
IEEE Trans. Intell. Transp. Syst.
Yongfu Wang, Bingxin Ma, Dianhui Wang, Tianyou Chai
2023 J jnl
Global Prescribed Performance Control of Unknown Strict-Feedback Systems With Quantized References.
IEEE Trans. Syst. Man Cybern. Syst.
Jin-Xi Zhang, Tianyou Chai
2023 J jnl
High-Dimensional Data Global Sensitivity Analysis Based on Deep Soft Sensor Model.
IEEE Trans. Cybern.
Ling Yi, Jinliang Ding, Changxin Liu, Tianyou Chai
2023 J jnl
Hybrid Intelligent Dynamic Optimization of Switched Systems.
IEEE Trans. Artif. Intell.
Huan Li, Jun Fu, Tianyou Chai
2023 J jnl
Inverse Reinforcement Learning for Adversarial Apprentice Games.
IEEE Trans. Neural Networks Learn. Syst.
Bosen Lian, Wenqian Xue, Frank L. Lewis, Tianyou Chai
2023 J jnl
Inverse Reinforcement Q-Learning Through Expert Imitation for Discrete-Time Systems.
IEEE Trans. Neural Networks Learn. Syst.
Wenqian Xue, Bosen Lian, Jialu Fan, Patrik Kolaric, Tianyou Chai, Frank L. Lewis
2023 J jnl
Mixed Event-Triggered Output Regulation for Networked Switched Systems With Unstable Switching Dynamics Under Long-Duration DoS Attacks.
IEEE Trans. Cybern.
Lili Li, Jun Fu, Yu Zhang, Tianyou Chai, Pedro Albertos
2023 J jnl
Multiobjective Bayesian Optimization for Aeroengine Using Multiple Information Sources.
IEEE Trans. Ind. Informatics
Ran Chen, Jingjiang Yu, Zhengen Zhao, Yuzhe Li, Jun Fu, Tianyou Chai
2023 J jnl
Multiobjective Operation Optimization of Wastewater Treatment Process Based on Reinforcement Self-Learning and Knowledge Guidance.
IEEE Trans. Cybern.
Ping Zhou, Xuan Wang, Tianyou Chai
2023 J jnl
Neural Output Feedback Control of Automobile Steer-by-Wire System With Predefined Performance and Composite Learning.
IEEE Trans. Veh. Technol.
Yunlong Wang, Yan Liu, Yongfu Wang, Tianyou Chai
2023 — conf
OSVAE-GAN: Orthogonal Self-Attention Variational Autoencoder Generative Adversarial Networks for Time Series Anomaly Detection.
SSCI
Zhi Li, Danya Xu, Yuzhe Li, Tianyou Chai, Tao Yang
2023 J jnl
Predefined-time distributed multiobjective optimization for network resource allocation.
Sci. China Inf. Sci.
Kunpeng Zhang, Lei Xu, Xinlei Yi, Zhengtao Ding, Karl Henrik Johansson, Tianyou Chai, Tao Yang
2023 J jnl
Regret and Cumulative Constraint Violation Analysis for Distributed Online Constrained Convex Optimization.
IEEE Trans. Autom. Control.
Xinlei Yi, Xiuxian Li, Tao Yang, Lihua Xie, Tianyou Chai, Karl Henrik Johansson
2023 J jnl
Reinforcement learning and cooperative H∞ output regulation of linear continuous-time multi-agent systems.
Autom.
Yi Jiang, Weinan Gao, Jin Wu, Tianyou Chai, Frank L. Lewis
2023 J jnl
SPEA2 based on grid density search and elite guidance for multi-objective operation optimization of wastewater treatment process.
Appl. Soft Comput.
Ping Zhou, Hongpeng Li, Tianyou Chai
2023 J jnl
Secure Estimation, Attack Isolation, and Reconstruction Based on Zonotopic Unknown Input Observer.
IEEE Trans. Autom. Control.
Hao Liu, Yuzhe Li, Qing-Long Han, Tarek Raïssi, Tianyou Chai
2023 J jnl
Signal-Compensation-Based Adaptive PID Control for Fused Magnesia Smelting Processes.
IEEE Trans. Ind. Electron.
Weizhou Wang, Tianyou Chai, Hong Wang, Zhiwei Wu
2023 J jnl
Stabilization of the Pendubot: a polynomial matrix approach.
IMA J. Math. Control. Inf.
Cui Wei, Antonis-Ioannis G. Vardulakis, Tianyou Chai
2023 J jnl
Sublinear and Linear Convergence of Modified ADMM for Distributed Nonconvex Optimization.
IEEE Trans. Control. Netw. Syst.
Xinlei Yi, Shengjun Zhang, Tao Yang, Tianyou Chai, Karl Henrik Johansson
2022 J jnl
A Knowledge Transfer Based Scheduling Algorithm for Large-Scale Refinery Production.
IEEE Trans. Ind. Informatics
Yuandong Chen, Jinliang Ding, Tianyou Chai
2022 J jnl
A Primal-Dual SGD Algorithm for Distributed Nonconvex Optimization.
IEEE CAA J. Autom. Sinica
Xinlei Yi, Shengjun Zhang, Tao Yang, Tianyou Chai, Karl Henrik Johansson
2022 J jnl
A Signal Compensation-Based Robust Swing-Up and Balance Control Method for the Pendubot.
IEEE Trans. Ind. Electron.
Cui Wei, Tianyou Chai, Xin Xin, Xinkai Chen, Liangyong Wang, Ye-Hwa Chen
2022 J jnl
Adaptive Interleaved Reinforcement Learning: Robust Stability of Affine Nonlinear Systems With Unknown Uncertainty.
IEEE Trans. Neural Networks Learn. Syst.
Jinna Li, Jinliang Ding, Tianyou Chai, Frank L. Lewis, Sarangapani Jagannathan
2022 J jnl
Approximate Optimal Tracking Control of Nondifferentiable Signals for a Class of Continuous-Time Nonlinear Systems.
IEEE Trans. Cybern.
Yue Fu, Chengwen Hong, Jun Fu, Tianyou Chai
2022 J jnl
Compensation-Signal-Based Dual-Rate Operational Feedback Decoupling Control for Flotation Processes.
IEEE Trans. Ind. Electron.
Yi Jiang, Yao Jia, Jialu Fan, Tianyou Chai
2022 J jnl
Composite Adaptive Disturbance Observer-Based Decentralized Fractional-Order Fault-Tolerant Control of Networked UAVs.
IEEE Trans. Syst. Man Cybern. Syst.
Ziquan Yu, Youmin Zhang, Bin Jiang, Jun Fu, Ying Jin, Tianyou Chai
2022 J jnl
Delay Effect on First-Order Consensus over Directed Graphs: Optimizing PID Protocols for Maximal Robustness.
SIAM J. Control. Optim.
Dan Ma, Jianqi Chen, Renquan Lu, Jie Chen, Tianyou Chai
2022 J jnl
Distributed Adaptive Fault-Tolerant Time-Varying Formation Control of Unmanned Airships With Limited Communication Ranges Against Input Saturation for Smart City Observation.
IEEE Trans. Neural Networks Learn. Syst.
Ziquan Yu, Youmin Zhang, Bin Jiang, Chun-Yi Su, Jun Fu, Ying Jin, Tianyou Chai
2022 J jnl
Distributed Fractional-Order Intelligent Adaptive Fault-Tolerant Formation-Containment Control of Two-Layer Networked Unmanned Airships for Safe Observation of a Smart City.
IEEE Trans. Cybern.
Ziquan Yu, Youmin Zhang, Bin Jiang, Chun-Yi Su, Jun Fu, Ying Jin, Tianyou Chai
2022 J jnl
Distributed Kalman Consensus Filter for Estimation With Moving Targets.
IEEE Trans. Cybern.
Bosen Lian, Yan Wan, Ya Zhang, Mushuang Liu, Frank L. Lewis, Tianyou Chai
2022 J jnl
Dynamic Scheduling, Operation Control and Their Integration in High-Speed Railways: A Review of Recent Research.
IEEE Trans. Intell. Transp. Syst.
Xuewu Dai, Hui Zhao, Shengping Yu, Dongliang Cui, Qi Zhang, Hairong Dong, Tianyou Chai
2022 J jnl
Enhanced Recurrent Fuzzy Neural Fault-Tolerant Synchronization Tracking Control of Multiple Unmanned Airships via Fractional Calculus and Fixed-Time Prescribed Performance Function.
IEEE Trans. Fuzzy Syst.
Ziquan Yu, Youmin Zhang, Bin Jiang, Chun-Yi Su, Jun Fu, Ying Jin, Tianyou Chai
2022 J jnl
Event-Triggered Output Feedback Type-2 Fuzzy Control for Uncertain Steer-By-Wire Systems With Prespecified Tracking Performance.
IEEE Trans. Fuzzy Syst.
Bingxin Ma, Yongfu Wang, Tianyou Chai
2022 J jnl
Evolutionary Optimization Under Uncertainty: The Strategies to Handle Varied Constraints for Fluid Catalytic Cracking Operation.
IEEE Trans. Cybern.
Qing-da Chen, Jinliang Ding, Tianyou Chai, Quanke Pan
2022 J jnl
Evolutionary Optimization of High-Dimensional Multiobjective and Many-Objective Expensive Problems Assisted by a Dropout Neural Network.
IEEE Trans. Syst. Man Cybern. Syst.
Dan Guo, Xilu Wang, Kailai Gao, Yaochu Jin, Jinliang Ding, Tianyou Chai
2022 J jnl
Geo-NI: Geometry-aware Neural Interpolation for Light Field Rendering.
CoRR
Gaochang Wu, Yuemei Zhou, Yebin Liu, Lu Fang, Tianyou Chai
2022 J jnl
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IEEE Trans. Cybern.
Yi Jiang, Kai Zhang, Jin Wu, Chengxi Zhang, Wenqian Xue, Tianyou Chai, Frank L. Lewis
2022 J jnl
Heterogeneous selective ensemble learning model for mill load parameters forecasting by using multiscale mechanical frequency spectrum.
Soft Comput.
Zhuo Liu, Tianyou Chai, Jian Tang, Wen Yu
2022 J jnl
Hierarchical-Bayesian-Based Sparse Stochastic Configuration Networks for Construction of Prediction Intervals.
IEEE Trans. Neural Networks Learn. Syst.
Jun Lu, Jinliang Ding, Changxin Liu, Tianyou Chai
2022 J jnl
Identification of Abnormal Conditions for Fused Magnesium Melting Process Based on Deep Learning and Multisource Information Fusion.
IEEE Trans. Ind. Electron.
Ping Zhou, Benhua Gao, Shu Wang, Tianyou Chai
2022 J jnl
Inverse Gaussian Process Modeling for Evolutionary Dynamic Multiobjective Optimization.
IEEE Trans. Cybern.
Huan Zhang, Jinliang Ding, Min Jiang, Kay Chen Tan, Tianyou Chai
2022 — conf
Inverse Reinforcement Learning Control for Linear Multiplayer Games.
CDC
Bosen Lian, Vrushabh S. Donge, Frank L. Lewis, Tianyou Chai, Ali Davoudi
2022 J jnl
Inverse Reinforcement Learning in Tracking Control Based on Inverse Optimal Control.
IEEE Trans. Cybern.
Wenqian Xue, Patrik Kolaric, Jialu Fan, Bosen Lian, Tianyou Chai, Frank L. Lewis
2022 J jnl
Inverse reinforcement learning for multi-player noncooperative apprentice games.
Autom.
Bosen Lian, Wenqian Xue, Frank L. Lewis, Tianyou Chai
2022 J jnl
Joint Device Assignment and Power Allocation in Multihoming Heterogeneous Multicarrier NOMA Networks.
IEEE Syst. J.
Weixin Yin, Lei Xu, Ping Wang, Yulin Wang, Yuwang Yang, Tianyou Chai
2022 J jnl
Kalman Filter-Based Data-Driven Robust Model-Free Adaptive Predictive Control of a Complicated Industrial Process.
IEEE Trans Autom. Sci. Eng.
Ping Zhou, Shuai Zhang, Liang Wen, Jun Fu, Tianyou Chai, Hong Wang
2022 J jnl
Linear Convergence of First- and Zeroth-Order Primal-Dual Algorithms for Distributed Nonconvex Optimization.
IEEE Trans. Autom. Control.
Xinlei Yi, Shengjun Zhang, Tao Yang, Tianyou Chai, Karl Henrik Johansson
2022 J jnl
Observer-Based Composite Adaptive Type-2 Fuzzy Control for PEMFC Air Supply Systems.
IEEE Trans. Fuzzy Syst.
Yongfu Wang, Yunlong Wang, Dianhui Wang, Tianyou Chai
2022 J jnl
Off-policy Q-learning: Solving Nash equilibrium of multi-player games with network-induced delay and unmeasured state.
Autom.
Jinna Li, Zhenfei Xiao, Jialu Fan, Tianyou Chai, Frank L. Lewis
2022 J jnl
Online Learning of Minmax Solutions for Distributed Estimation and Tracking Control of Sensor Networks in Graphical Games.
IEEE Trans. Control. Netw. Syst.
Bosen Lian, Frank L. Lewis, Gary A. Hewer, Katia Estabridis, Tianyou Chai
2022 J jnl
Revisiting Light Field Rendering With Deep Anti-Aliasing Neural Network.
IEEE Trans. Pattern Anal. Mach. Intell.
Gaochang Wu, Yebin Liu, Lu Fang, Tianyou Chai
2022 J jnl
Robust Inverse Q-Learning for Continuous-Time Linear Systems in Adversarial Environments.
IEEE Trans. Cybern.
Bosen Lian, Wenqian Xue, Frank L. Lewis, Tianyou Chai
2022 J jnl
Robustness Analysis of Distributed Kalman Filter for Estimation in Sensor Networks.
IEEE Trans. Cybern.
Bosen Lian, Frank L. Lewis, Gary A. Hewer, Katia Estabridis, Tianyou Chai
2022 J jnl
Role of Integral Control for Enlarging Second-Order Delay Consensus Margin Under PID Protocols: None.
IEEE Trans. Cybern.
Dan Ma, Jie Chen, Tianyou Chai
2022 J jnl
Safety-based Speed Control of a Wheelchair using Robust Adaptive Model Predictive Control.
CoRR
Meng Yuan, Ye Wang, Lei Li, Tianyou Chai, Wei Tech Ang
2022 J jnl
Singularity-Free Continuous Adaptive Control of Uncertain Underactuated Surface Vessels With Prescribed Performance.
IEEE Trans. Syst. Man Cybern. Syst.
Jin-Xi Zhang, Tianyou Chai
2022 J jnl
Stochastic detection against deception attacks in CPS: Performance evaluation and game-theoretic analysis.
Autom.
Yuzhe Li, Yake Yang, Tianyou Chai, Tongwen Chen
2021 J jnl
A Novel Multimanifold Joint Projections Model for Multimode Process Monitoring.
IEEE Trans. Ind. Informatics
Xue Xu, Jinliang Ding, Qiang Liu, Tianyou Chai
2021 J jnl
A novel adaptive dynamic programming based on tracking error for nonlinear discrete-time systems.
Autom.
Chun Li, Jinliang Ding, Frank L. Lewis, Tianyou Chai
2021 J jnl
Characterizing PID Controllers for Linear Time-Delay Systems: A Parameter-Space Approach.
IEEE Trans. Autom. Control.
Xu-Guang Li, Silviu-Iulian Niculescu, Jun-Xiu Chen, Tianyou Chai
2021 J jnl
Compensation-signal-driven control for a class of nonlinear uncertain systems.
Autom.
Zhi-Liang Zhao, Tianyou Chai, Cui Wei, Dongxu Liu, Tengfei Liu, Zhong-Ping Jiang
2021 J jnl
DMGAN: Adversarial Learning-Based Decision Making for Human-Level Plant-Wide Operation of Process Industries Under Uncertainties.
IEEE Trans. Neural Networks Learn. Syst.
Nianzu Zheng, Jinliang Ding, Tianyou Chai
2021 J jnl
Data-Driven Monitoring and Diagnosing of Abnormal Furnace Conditions in Blast Furnace Ironmaking: An Integrated PCA-ICA Method.
IEEE Trans. Ind. Electron.
Ping Zhou, Ruiyao Zhang, Jin Xie, Jiping Liu, Hong Wang, Tianyou Chai
2021 J jnl
Delay Consensus Margin of First-Order Multiagent Systems With Undirected Graphs and PD Protocols.
IEEE Trans. Autom. Control.
Dan Ma, Jianqi Chen, Renquan Lu, Jie Chen, Tianyou Chai
2021 J jnl
Demand Forecasting of the Fused Magnesia Smelting Process With System Identification and Deep Learning.
IEEE Trans. Ind. Informatics
Tianyou Chai, Jingwen Zhang, Tao Yang
2021 J jnl
Denominator Assignment, Invariants, and Canonical Forms Under Dynamic Feedback Compensation in Linear Multivariable Nonsquare Systems.
IEEE Trans. Autom. Control.
Antonis-Ioannis G. Vardulakis, Aristotelis Yannakoudakis, Cui Wei, Tianyou Chai
2021 J jnl
Distributed Bandit Online Convex Optimization With Time-Varying Coupled Inequality Constraints.
IEEE Trans. Autom. Control.
Xinlei Yi, Xiuxian Li, Tao Yang, Lihua Xie, Tianyou Chai, Karl Henrik Johansson
2021 J jnl
Dual-Rate Adaptive Optimal Tracking Control for Dense Medium Separation Process Using Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Wei Dai, Lingzhi Zhang, Jun Fu, Tianyou Chai, Xiaoping Ma
2021 J jnl
Fast just-in-time-learning recursive multi-output LSSVR for quality prediction and control of multivariable dynamic systems.
Eng. Appl. Artif. Intell.
Ping Zhou, Weiqi Chen, Chengming Yi, Zhaohui Jiang, Tao Yang, Tianyou Chai
2021 J jnl
Fractional-Order Adaptive Fault-Tolerant Synchronization Tracking Control of Networked Fixed-Wing UAVs Against Actuator-Sensor Faults via Intelligent Learning Mechanism.
IEEE Trans. Neural Networks Learn. Syst.
Ziquan Yu, Youmin Zhang, Bin Jiang, Chun-Yi Su, Jun Fu, Ying Jin, Tianyou Chai
2021 J jnl
Global Finite-Time Output-Feedback Stabilization of Nonlinear Systems Under Relaxed Conditions.
IEEE Trans. Autom. Control.
Zhi-Liang Zhao, Zhong-Ping Jiang, Tengfei Liu, Tianyou Chai
2021 J jnl
Hardware-in-the-Loop Multiobjective Extremum-Seeking Control of Mineral Grinding.
IEEE Trans. Control. Syst. Technol.
Xinglong Lu, Miroslav Krstic, Tianyou Chai, Jun Fu
2021 J jnl
Hybrid adaptive control of nonlinear systems with non-Lipschitz nonlinearities.
Syst. Control. Lett.
Jun Fu, Zixiao Ma, Yue Fu, Tianyou Chai
2021 J jnl
Intelligent Prediction of Train Delay Changes and Propagation Using RVFLNs With Improved Transfer Learning and Ensemble Learning.
IEEE Trans. Intell. Transp. Syst.
Ping Zhou, Lefang Chen, Xuewu Dai, Baoxu Li, Tianyou Chai
2021 — conf
Inverse Reinforcement Learning for Multi-player Apprentice Games in Continuous-Time Nonlinear Systems.
CDC
Bosen Lian, Wenqian Xue, Frank L. Lewis, Tianyou Chai, Ali Davoudi
2021 J jnl
Light Field Reconstruction Using Convolutional Network on EPI and Extended Applications.
CoRR
Gaochang Wu, Yebin Liu, Lu Fang, Qionghai Dai, Tianyou Chai
2021 J jnl
Observer-Based Discrete Adaptive Neural Network Control for Automotive PEMFC Air-Feed Subsystem.
IEEE Trans. Veh. Technol.
Yunlong Wang, Yongfu Wang, Jianfeng Xu, Tianyou Chai
2021 J jnl
Off-Policy Reinforcement Learning for Tracking in Continuous-Time Systems on Two Time Scales.
IEEE Trans. Neural Networks Learn. Syst.
Wenqian Xue, Jialu Fan, Victor G. Lopez, Yi Jiang, Tianyou Chai, Frank L. Lewis
2021 J jnl
Output regulation for networked switched systems with alternate event-triggered control under transmission delays and packet losses.
Autom.
Lili Li, Jun Fu, Yu Zhang, Tianyou Chai, Linyang Song, Pedro Albertos
2021 J jnl
Regret and Cumulative Constraint Violation Analysis for Distributed Online Constrained Convex Optimization.
CoRR
Xinlei Yi, Xiuxian Li, Tao Yang, Lihua Xie, Tianyou Chai, Karl Henrik Johansson
2021 A* conf
Regret and Cumulative Constraint Violation Analysis for Online Convex Optimization with Long Term Constraints.
ICML
Xinlei Yi, Xiuxian Li, Tao Yang, Lihua Xie, Tianyou Chai, Karl Henrik Johansson
2021 J jnl
Regret and Cumulative Constraint Violation Analysis for Online Convex Optimization with Long Term Constraints.
CoRR
Xinlei Yi, Xiuxian Li, Tao Yang, Lihua Xie, Tianyou Chai, Karl Henrik Johansson
2021 J jnl
Resilient Cooperative Control for High-Speed Trains Under Denial-of-Service Attacks.
IEEE Trans. Veh. Technol.
Hui Zhao, Xuewu Dai, Lei Ding, Dongliang Cui, Jinliang Ding, Tianyou Chai
2021 J jnl
Resource Management of Video Traffic Over Heterogeneous NOMA Networks.
IEEE Trans. Circuits Syst. Video Technol.
Weixin Yin, Lei Xu, Huijun Wang, Yuwang Yang, Yulin Wang, Tianyou Chai
2021 J jnl
Revisiting Light Field Rendering with Deep Anti-Aliasing Neural Network.
CoRR
Gaochang Wu, Yebin Liu, Lu Fang, Tianyou Chai
2021 J jnl
Spatial-Angular Attention Network for Light Field Reconstruction.
IEEE Trans. Image Process.
Gaochang Wu, Yingqian Wang, Yebin Liu, Lu Fang, Tianyou Chai
2020 C conf
A Distributed Primal-Dual Algorithm for Bandit Online Convex Optimization with Time-Varying Coupled Inequality Constraints.
ACC
Xinlei Yi, Xiuxian Li, Tao Yang, Lihua Xie, Tianyou Chai, Karl Henrik Johansson
2020 J jnl
A Novel Evolutionary Algorithm for Dynamic Constrained Multiobjective Optimization Problems.
IEEE Trans. Evol. Comput.
Qing-da Chen, Jinliang Ding, Shengxiang Yang, Tianyou Chai
2020 J jnl
Constrained Operational Optimization of a Distillation Unit in Refineries With Varying Feedstock Properties.
IEEE Trans. Control. Syst. Technol.
Qing-da Chen, Jinliang Ding, Shengxiang Yang, Tianyou Chai
2020 J jnl
Cooperative adaptive optimal output regulation of nonlinear discrete-time multi-agent systems.
Autom.
Yi Jiang, Jialu Fan, Weinan Gao, Tianyou Chai, Frank L. Lewis
2020 J jnl
Deep-Neural-Network-Based Economic Model Predictive Control for Ultrasupercritical Power Plant.
IEEE Trans. Ind. Informatics
Jinghan Cui, Tianyou Chai, Xiangjie Liu
2020 J jnl
Dual-Rate Adaptive Decoupling Controller and Its Application to a Dual-Tank Water System.
IEEE Trans. Control. Syst. Technol.
Yue Fu, Qiong Du, Xiaojie Zhou, Jun Fu, Tianyou Chai
2020 J jnl
Dynamic performance enhancement for nonlinear stochastic systems using RBF driven nonlinear compensation with extended Kalman filter.
Autom.
Yuyang Zhou, Aiping Wang, Ping Zhou, Hong Wang, Tianyou Chai
2020 J jnl
Ensemble Stochastic Configuration Networks for Estimating Prediction Intervals: A Simultaneous Robust Training Algorithm and Its Application.
IEEE Trans. Neural Networks Learn. Syst.
Jun Lu, Jinliang Ding, Xuewu Dai, Tianyou Chai
2020 J jnl
Incremental Data-driven Optimization of Complex Systems in Nonstationary Environments.
CoRR
Cuie Yang, Jinliang Ding, Yaochu Jin, Tianyou Chai
2020 — conf
Linear Convergence for Distributed Optimization Without Strong Convexity.
CDC
Xinlei Yi, Shengjun Zhang, Tao Yang, Tianyou Chai, Karl Henrik Johansson
2020 J jnl
Mesoscale Particle Size Predictive Model for Operational Optimal Control of Bauxite Ore Grinding Process.
IEEE Trans. Ind. Informatics
Shaowen Lu, Tianyou Chai
2020 J jnl
Model-Free Optimal Output Regulation for Linear Discrete-Time Lossy Networked Control Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Jialu Fan, Qian Wu, Yi Jiang, Tianyou Chai, Frank L. Lewis
2020 J jnl
Motion Tracking Control Design for a Class of Nonholonomic Mobile Robot Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Jun Fu, Fangyin Tian, Tianyou Chai, Yuanwei Jing, Zhijun Li, Chun-Yi Su
2020 J jnl
New Methods for Optimal Operational Control of Industrial Processes Using Reinforcement Learning on Two Time Scales.
IEEE Trans. Ind. Informatics
Wenqian Xue, Jialu Fan, Victor G. Lopez, Jinna Li, Yi Jiang, Tianyou Chai, Frank L. Lewis
2020 J jnl
Nonlinear Multiobjective MPC-Based Optimal Operation of a High Consistency Refining System in Papermaking.
IEEE Trans. Syst. Man Cybern. Syst.
Mingjie Li, Ping Zhou, Hong Wang, Tianyou Chai
2020 J jnl
Nonzero-Sum Game Reinforcement Learning for Performance Optimization in Large-Scale Industrial Processes.
IEEE Trans. Cybern.
Jinna Li, Jinliang Ding, Tianyou Chai, Frank L. Lewis
2020 J jnl
Offline Data-Driven Multiobjective Optimization: Knowledge Transfer Between Surrogates and Generation of Final Solutions.
IEEE Trans. Evol. Comput.
Cuie Yang, Jinliang Ding, Yaochu Jin, Tianyou Chai
2020 J jnl
Optimal Output Regulation of Linear Discrete-Time Systems With Unknown Dynamics Using Reinforcement Learning.
IEEE Trans. Cybern.
Yi Jiang, Bahare Kiumarsi, Jialu Fan, Tianyou Chai, Jinna Li, Frank L. Lewis
2020 J jnl
Robust Online Sequential RVFLNs for Data Modeling of Dynamic Time-Varying Systems With Application of an Ironmaking Blast Furnace.
IEEE Trans. Cybern.
Ping Zhou, Wenpeng Li, Hong Wang, Mingjie Li, Tianyou Chai
2020 J jnl
Set-Valued Feedback Control and Its Application to Event-Triggered Sampled-Data Systems.
IEEE Trans. Autom. Control.
Yi Jiang, Dawei Shi, Jialu Fan, Tianyou Chai, Tongwen Chen
2020 J jnl
Signal Compensation Based Adaptive Cascade Control for Regrinding Processes.
IEEE Trans. Ind. Electron.
Lanhao Wang, Tianyou Chai
2020 J jnl
Spatial-Angular Attention Network for Light Field Reconstruction.
CoRR
Gaochang Wu, Yebin Liu, Lu Fang, Tianyou Chai
2019 J jnl
Bounds on Delay Consensus Margin of Second-Order Multiagent Systems With Robust Position and Velocity Feedback Protocol.
IEEE Trans. Autom. Control.
Dan Ma, Rui Tian, Adil Zulfiqar, Jie Chen, Tianyou Chai
2019 J jnl
Data modeling for quality prediction using improved orthogonal incremental random vector functional-link networks.
Neurocomputing
Ping Zhou, Yue Jiang, Chaoyao Wen, Tianyou Chai
2019 — conf
Distributed Consensus-based Kalman Filtering for Estimation with Multiple Moving Targets.
CDC
Bosen Lian, Yan Wan, Ya Zhang, Mushuang Liu, Frank L. Lewis, Alexandra Abad, Tina Setter, Dunham Short, Tianyou Chai
2019 J jnl
Dual-Rate Operational Optimal Control for Flotation Industrial Process With Unknown Operational Model.
IEEE Trans. Ind. Electron.
Yi Jiang, Jialu Fan, Tianyou Chai, Frank L. Lewis
2019 J jnl
Dwell-Time-Based Standard $H_\infty$ Control of Switched Systems Without Requiring Internal Stability of Subsystems.
IEEE Trans. Autom. Control.
Jun Fu, Ruicheng Ma, Tianyou Chai, Zhentao Hu
2019 J jnl
Dynamic Evolutionary Multiobjective Optimization for Raw Ore Allocation in Mineral Processing.
IEEE Trans. Emerg. Top. Comput. Intell.
Jinliang Ding, Cuie Yang, Qiong Xiao, Tianyou Chai, Yaochu Jin
2019 J jnl
Generalized Multitasking for Evolutionary Optimization of Expensive Problems.
IEEE Trans. Evol. Comput.
Jinliang Ding, Cuie Yang, Yaochu Jin, Tianyou Chai
2019 J jnl
Geometric Analysis Based Double Closed-Loop Iterative Learning Control of Output PDF Shaping of Fiber Length Distribution in Refining Process.
IEEE Trans. Ind. Electron.
Mingjie Li, Ping Zhou, Hong Wang, Tianyou Chai
2019 J jnl
Heterogeneous Ensemble-Based Infill Criterion for Evolutionary Multiobjective Optimization of Expensive Problems.
IEEE Trans. Cybern.
Dan Guo, Yaochu Jin, Jinliang Ding, Tianyou Chai
2019 J jnl
Intelligent Demand Forecasting of Smelting Process Using Data-Driven and Mechanism Model.
IEEE Trans. Ind. Electron.
Jie Yang, Tianyou Chai, Chaomin Luo, Wen Yu
2019 J jnl
LapEPI-Net: A Laplacian Pyramid EPI structure for Learning-based Dense Light Field Reconstruction.
CoRR
Gaochang Wu, Yebin Liu, Lu Fang, Tianyou Chai
2019 J jnl
Learning Sheared EPI Structure for Light Field Reconstruction.
IEEE Trans. Image Process.
Gaochang Wu, Yebin Liu, Qionghai Dai, Tianyou Chai
2019 J jnl
Light Field Reconstruction Using Convolutional Network on EPI and Extended Applications.
IEEE Trans. Pattern Anal. Mach. Intell.
Gaochang Wu, Yebin Liu, Lu Fang, Qionghai Dai, Tianyou Chai
2019 J jnl
Multitasking Multiobjective Evolutionary Operational Indices Optimization of Beneficiation Processes.
IEEE Trans Autom. Sci. Eng.
Cuie Yang, Jinliang Ding, Yaochu Jin, Chengzhi Wang, Tianyou Chai
2019 J jnl
Off-Policy Interleaved $Q$ -Learning: Optimal Control for Affine Nonlinear Discrete-Time Systems.
IEEE Trans. Neural Networks Learn. Syst.
Jinna Li, Tianyou Chai, Frank L. Lewis, Zhengtao Ding, Yi Jiang
2019 J jnl
Operational Control of Mineral Grinding Processes Using Adaptive Dynamic Programming and Reference Governor.
IEEE Trans. Ind. Informatics
Xinglong Lu, Bahare Kiumarsi, Tianyou Chai, Yi Jiang, Frank L. Lewis
2019 J jnl
Security-Aware Cross-Layer Resource Allocation for Heterogeneous Wireless Networks.
IEEE Trans. Commun.
Lei Xu, Hong Xing, Arumugam Nallanathan, Yuwang Yang, Tianyou Chai
2019 J jnl
Stochastic configuration networks with block increments for data modeling in process industries.
Inf. Sci.
Wei Dai, Depeng Li, Ping Zhou, Tianyou Chai
2018 — conf
Bounds on Delay Margin for Consensus of Second-Order Multi-Agent Systems.
CDC
Dan Ma, Rui Tian, Adil Zulfiqar, Jie Chen, Tianyou Chai
2018 J jnl
Combinatorial optimization of input features and learning parameters for decorrelated neural network ensemble-based soft measuring model.
Neurocomputing
Jian Tang, Junfei Qiao, Jian Zhang, Zhiwei Wu, Tianyou Chai, Wen Yu
2018 J jnl
Data-Driven Flotation Industrial Process Operational Optimal Control Based on Reinforcement Learning.
IEEE Trans. Ind. Informatics
Yi Jiang, Jialu Fan, Tianyou Chai, Jinna Li, Frank L. Lewis
2018 J jnl
Data-Driven PID Controller and Its Application to Pulp Neutralization Process.
IEEE Trans. Control. Syst. Technol.
Yajun Zhang, Yao Jia, Tianyou Chai, Dianhui Wang, Wei Dai, Jun Fu
2018 J jnl
Data-Driven Robust M-LS-SVR-Based NARX Modeling for Estimation and Control of Molten Iron Quality Indices in Blast Furnace Ironmaking.
IEEE Trans. Neural Networks Learn. Syst.
Ping Zhou, Dongwei Guo, Hong Wang, Tianyou Chai
2018 J jnl
Data-driven predictive control of molten iron quality in blast furnace ironmaking using multi-output LS-SVR based inverse system identification.
Neurocomputing
Ping Zhou, Dongwei Guo, Tianyou Chai
2018 J jnl
Dual-Rate Adaptive Control for Mixed Separation Thickening Process Using Compensation Signal Based Approach.
IEEE Trans. Ind. Electron.
Linyan Wang, Yao Jia, Tianyou Chai, Wenfang Xie
2018 C conf
Dual-rate adaptive decoupling controller and its application to a dual-tank water system.
ACC
Yue Fu, Qiong Du, Xiaojie Zhuo, Tianyou Chai
2018 J jnl
EKF-Based Enhanced Performance Controller Design for Nonlinear Stochastic Systems.
IEEE Trans. Autom. Control.
Yuyang Zhou, Qichun Zhang, Hong Wang, Ping Zhou, Tianyou Chai
2018 J jnl
Incremental data-driven optimization of complex systems in nonstationary environments.
Sci. China Inf. Sci.
Cuie Yang, Jinliang Ding, Yaochu Jin, Tianyou Chai
2018 — conf
Model Free Adaptive Predictive Control of Multivariate Molten Iron Quality in Blast Furnace Ironmaking.
CDC
Liang Wen, Ping Zhou, Hong Wang, Tianyou Chai
2018 J jnl
Modeling error PDF optimization based wavelet neural network modeling of dynamic system and its application in blast furnace ironmaking.
Neurocomputing
Ping Zhou, Chenyu Wang, Mingjie Li, Hong Wang, Yongjian Wu, Tianyou Chai
2018 J jnl
Nonlinear Control Tools for Fused Magnesium Furnaces: Design and Implementation.
IEEE Trans. Ind. Electron.
Zhiwei Wu, Tengfei Liu, Zhong-Ping Jiang, Tianyou Chai, Lina Zhang
2018 J jnl
Nonlinear Decoupling Control With ANFIS-Based Unmodeled Dynamics Compensation for a Class of Complex Industrial Processes.
IEEE Trans. Neural Networks Learn. Syst.
Yajun Zhang, Tianyou Chai, Hong Wang, Dianhui Wang, Xinkai Chen
2018 J jnl
Off-Policy Q-Learning: Set-Point Design for Optimizing Dual-Rate Rougher Flotation Operational Processes.
IEEE Trans. Ind. Electron.
Jinna Li, Tianyou Chai, Frank L. Lewis, Jialu Fan, Zhengtao Ding, Jinliang Ding
2018 — conf
Scheduling Method for Steelmaking and Continuous Casting Production Based on Heuristic Algorithm and Variable Neighborhood Search Algorithm.
CDC
Shengping Yu, Ying Tang, Tianyou Chai, Qiang Liu, Yefeng Liu
2018 J jnl
Security-Aware Proportional Fairness Resource Allocation for Cognitive Heterogeneous Networks.
IEEE Trans. Veh. Technol.
Lei Xu, Lin Cai, Yansong Gao, Ji'An Xia, Yuwang Yang, Tianyou Chai
2018 J jnl
Stabilization of Switched Linear Neutral Systems: An Event-Triggered Sampling Control Scheme.
IEEE Trans. Autom. Control.
Tai-Fang Li, Jun Fu, Fang Deng, Tianyou Chai
2018 J jnl
Tracking Control for Linear Discrete-Time Networked Control Systems With Unknown Dynamics and Dropout.
IEEE Trans. Neural Networks Learn. Syst.
Yi Jiang, Jialu Fan, Tianyou Chai, Frank L. Lewis, Jinna Li
2018 J jnl
Virtual Unmodeled Dynamics Modeling for Nonlinear Multivariable Adaptive Control With Decoupling Design.
IEEE Trans. Syst. Man Cybern. Syst.
Yajun Zhang, Tianyou Chai, Dianhui Wang, Xinkai Chen
2017 J jnl
A Data-Driven Dual-Rate Control Method for a Heat Exchanging Process.
IEEE Trans. Ind. Electron.
Yao Jia, Tianyou Chai
2017 J jnl
Adaptive Finite-Time Stabilization of a Class of Uncertain Nonlinear Systems via Logic-Based Switchings.
IEEE Trans. Autom. Control.
Jun Fu, Ruicheng Ma, Tianyou Chai
2017 J jnl
An Alternating Identification Algorithm for a Class of Nonlinear Dynamical Systems.
IEEE Trans. Neural Networks Learn. Syst.
Yajun Zhang, Tianyou Chai, Dianhui Wang
2017 J jnl
An online learning neural network ensembles with random weights for regression of sequential data stream.
Soft Comput.
Jinliang Ding, Haitao Wang, Chuanbao Li, Tianyou Chai, Junwei Wang
2017 J jnl
Configurable Platform for Optimal-Setting Control of Grinding Processes.
IEEE Access
Wei Dai, Gang Huang, Fei Chu, Tianyou Chai
2017 J jnl
Data-Driven Nonlinear Subspace Modeling for Prediction and Control of Molten Iron Quality Indices in Blast Furnace Ironmaking.
IEEE Trans. Control. Syst. Technol.
Ping Zhou, Heda Song, Hong Wang, Tianyou Chai
2017 J jnl
Data-Driven Robust RVFLNs Modeling of a Blast Furnace Iron-Making Process Using Cauchy Distribution Weighted M-Estimation.
IEEE Trans. Ind. Electron.
Ping Zhou, Youbin Lv, Hong Wang, Tianyou Chai
2017 J jnl
Dwell-Time-Based Observer Design for Unknown Input Switched Linear Systems Without Requiring Strong Detectability of Subsystems.
IEEE Trans. Autom. Control.
Ruicheng Ma, Jun Fu, Tianyou Chai
2017 J jnl
Identification and Trajectory Tracking Control of Nonlinear Singularly Perturbed Systems.
IEEE Trans. Ind. Electron.
Dongdong Zheng, Wen-Fang Xie, Tianyou Chai, Zhijun Fu
2017 J jnl
Light Field Image Processing: An Overview.
IEEE J. Sel. Top. Signal Process.
Gaochang Wu, Belén Masiá, Adrián Jarabo, Yuchen Zhang, Liangyong Wang, Qionghai Dai, Tianyou Chai, Yebin Liu
2017 A* conf
Light Field Reconstruction Using Deep Convolutional Network on EPI.
CVPR
Gaochang Wu, Mandan Zhao, Liangyong Wang, Qionghai Dai, Tianyou Chai, Yebin Liu
2017 J jnl
MPC-based setpoint compensation with unreliable wireless communications and constrained operational conditions.
Neurocomputing
Jialu Fan, Yi Jiang, Tianyou Chai
2017 J jnl
Modeling collinear data using double-layer GA-based selective ensemble kernel partial least squares algorithm.
Neurocomputing
Jian Tang, Jian Zhang, Zhiwei Wu, Zhuo Liu, Tianyou Chai, Wen Yu
2017 J jnl
Modeling for output fiber length distribution of refining process using wavelet neural networks trained by NSGA II and gradient based two-stage hybrid algorithm.
Neurocomputing
Ping Zhou, Mingjie Li, Dongwei Guo, Hong Wang, Tianyou Chai
2017 — conf
Modeling mill load parameter based on LASSO using multi-scale high dimensional frequency spectra data
ICIA
Jian Tang, Jun-Fei Qiao, Zhuo Liu, Tianyou Chai, Wen Yu
2017 — conf
Motion tracking control of nonholonomic systems including actuator dynamics.
ICARM
Jun Fu, Tianyou Chai
2017 J jnl
Off-Policy Reinforcement Learning for Synchronization in Multiagent Graphical Games.
IEEE Trans. Neural Networks Learn. Syst.
Jinna Li, Hamidreza Modares, Tianyou Chai, Frank L. Lewis, Lihua Xie
2017 J jnl
Off-Policy Reinforcement Learning: Optimal Operational Control for Two-Time-Scale Industrial Processes.
IEEE Trans. Cybern.
Jinna Li, Bahare Kiumarsi, Tianyou Chai, Frank L. Lewis, Jialu Fan
2017 J jnl
Output Feedback Stabilization for a Class of Multi-Variable Bilinear Stochastic Systems With Stochastic Coupling Attenuation.
IEEE Trans. Autom. Control.
Qichun Zhang, Jinglin Zhou, Hong Wang, Tianyou Chai
2017 J jnl
Robust Regularized Random Vector Functional Link Network and Its Industrial Application.
IEEE Access
Wei Dai, Qixin Chen, Fei Chu, Xiaoping Ma, Tianyou Chai
2017 C conf
Software platform for optimal setting control of complex industrial processes.
ACC
Wei Dai, Fei Chu, Chunyu Yang, Ying Chen, Tianyou Chai
2017 J jnl
Unevenly Sampled Dynamic Data Modeling and Monitoring With an Industrial Application.
IEEE Trans. Ind. Informatics
Qiang Liu, Si-Zhao Joe Qin, Tianyou Chai
2016 J jnl
A Comparative Study That Measures Ball Mill Load Parameters Through Different Single-Scale and Multiscale Frequency Spectra-Based Approaches.
IEEE Trans. Ind. Informatics
Jian Tang, Tianyou Chai, Wen Yu, Zhuo Liu, Xiaojie Zhou
2016 J jnl
An Effective Heuristic Rescheduling Method for Steelmaking and Continuous Casting Production Process With Multirefining Modes.
IEEE Trans. Syst. Man Cybern. Syst.
Shengping Yu, Tianyou Chai, Ying Tang
2016 J jnl
An intelligent factory-wide optimal operation system for continuous production process.
Enterp. Inf. Syst.
Jinliang Ding, Tianyou Chai, Hongfeng Wang, Junwei Wang, Xiuping Zheng
2016 J jnl
Comprehensive Monitoring of Nonlinear Processes Based on Concurrent Kernel Projection to Latent Structures.
IEEE Trans Autom. Sci. Eng.
Ning Sheng, Qiang Liu, Si-Zhao Joe Qin, Tianyou Chai
2016 J jnl
Data-Based Multiobjective Plant-Wide Performance Optimization of Industrial Processes Under Dynamic Environments.
IEEE Trans. Ind. Informatics
Jinliang Ding, Hamidreza Modares, Tianyou Chai, Frank L. Lewis
2016 J jnl
Fault-Tolerant Control of a Class of Switched Nonlinear Systems With Structural Uncertainties.
IEEE Trans. Circuits Syst. II Express Briefs
Jun Fu, Tianyou Chai, Ying Jin, Chun-Yi Su
2016 — conf
Feature selection based on concurrent projection to latent structures for high dimensional spectra data.
ICIA
Jian Tang, Tianyou Chai, Si-Zhao Joe Qin, Zhuo Liu, Wen Yu
2016 J jnl
Kernel latent features adaptive extraction and selection method for multi-component non-stationary signal of industrial mechanical device.
Neurocomputing
Jian Tang, Zhuo Liu, Jian Zhang, Zhiwei Wu, Tianyou Chai, Wen Yu
2016 J jnl
Nonlinear Control of Systems Preceded by Preisach Hysteresis Description: A Prescribed Adaptive Control Approach.
IEEE Trans. Control. Syst. Technol.
Zhi Li, Xiuyu Zhang, Chun-Yi Su, Tianyou Chai
2016 J jnl
Online Solution of Two-Player Zero-Sum Games for Continuous-Time Nonlinear Systems With Completely Unknown Dynamics.
IEEE Trans. Neural Networks Learn. Syst.
Yue Fu, Tianyou Chai
2016 J jnl
Output-feedback adaptive optimal control of interconnected systems based on robust adaptive dynamic programming.
Autom.
Weinan Gao, Yu Jiang, Zhong-Ping Jiang, Tianyou Chai
2016 J jnl
Performance-Based Adaptive Fuzzy Tracking Control for Networked Industrial Processes.
IEEE Trans. Cybern.
Tong Wang, Jianbin Qiu, Shen Yin, Huijun Gao, Jialu Fan, Tianyou Chai
2016 B conf
Reference point based prediction for evolutionary dynamic multiobjective optimization.
CEC
Yaochu Jin, Cuie Yang, Jinliang Ding, Tianyou Chai
2016 C conf
Research methods review of magnetic materials multi-process coordination production planning and scheduling.
ICARCV
Yefeng Liu, Tianyou Chai
2016 J jnl
Sampled-data-based stabilization of switched linear neutral systems.
Autom.
Jun Fu, Tai-Fang Li, Tianyou Chai, Chun-Yi Su
2016 — conf
Small data driven evolutionary multi-objective optimization of fused magnesium furnaces.
SSCI
Dan Guo, Tianyou Chai, Jinliang Ding, Yaochu Jin
2015 — conf
A new control scheme for non-affine nonlinear discrete-time systems.
CDC
Yajun Zhang, Tianyou Chai, Xinkai Chen, Jun Fu
2015 J jnl
An Effective Subgradient Method for Scheduling a Steelmaking-Continuous Casting Process.
IEEE Trans Autom. Sci. Eng.
Kun Mao, Quan-Ke Pan, Tianyou Chai, Peter B. Luh
2015 J jnl
An improved multi-source based soft sensor for measuring cement free lime content.
Inf. Sci.
Weitao Li, Dianhui Wang, Xiaojie Zhou, Tianyou Chai
2015 J jnl
Data-Driven Abnormal Condition Identification and Self-Healing Control System for Fused Magnesium Furnace.
IEEE Trans. Ind. Electron.
Zhiwei Wu, Yongjian Wu, Tianyou Chai, Jing Sun
2015 J jnl
Data-Driven Optimization Control for Safety Operation of Hematite Grinding Process.
IEEE Trans. Ind. Electron.
Wei Dai, Tianyou Chai, Simon X. Yang
2015 J jnl
Engineering-oriented simulation platform for laminar cooling process of hot rolled strips.
Int. J. Simul. Process. Model.
Jinxiang Pian, Zhen Wang, Yunlong Zhu, Tianyou Chai, Jiejia Li
2015 J jnl
Global finite-time stabilization of a class of switched nonlinear systems with the powers of positive odd rational numbers.
Autom.
Jun Fu, Ruicheng Ma, Tianyou Chai
2015 J jnl
Guest Editorial: Special issue on computational intelligence for industrial data processing and analysis.
Neurocomputing
Dianhui Wang, Wen Yu, Tianyou Chai
2015 J jnl
Intelligence-Based Temperature Switching Control for Cement Raw Meal Calcination Process.
IEEE Trans. Control. Syst. Technol.
Jinghui Qiao, Tianyou Chai
2015 J jnl
Magnetic Material Group Furnace Problem Modeling and the Specialization of the Genetic Algorithm.
IEEE Trans. Engineering Management
Yefeng Liu, Quan-Ke Pan, Tianyou Chai
2015 — conf
Minimized coupling in probability sense for a class of multivariate dynamic stochastic control systems.
CDC
Qichun Zhang, Jinglin Zhou, Hong Wang, Tianyou Chai
2015 — conf
Modeling high dimensional frequency spectral data based on virtual sample generation technique.
ICIA
Jian Tang, Meiying Jia, Zhuo Liu, Tianyou Chai, Wen Yu
2015 J jnl
Multi-frequency signal modeling using empirical mode decomposition and PCA with application to mill load estimation.
Neurocomputing
Zhuo Liu, Tianyou Chai, Wen Yu, Jian Tang
2015 J jnl
Multisource Data Ensemble Modeling for Clinker Free Lime Content Estimate in Rotary Kiln Sintering Processes.
IEEE Trans. Syst. Man Cybern. Syst.
Weitao Li, Dianhui Wang, Tianyou Chai
2015 J jnl
Multivariable dynamic modeling for molten iron quality using online sequential random vector functional-link networks with self-feedback connections.
Inf. Sci.
Ping Zhou, Meng Yuan, Hong Wang, Zhuo Wang, Tianyou Chai
2015 J jnl
Necessary and Sufficient Condition for Two-Player Stackelberg Strategy.
IEEE Trans. Autom. Control.
Juanjuan Xu, Huanshui Zhang, Tianyou Chai
2015 J jnl
Nonlinear Disturbance Observer-Based Control Design for a Robotic Exoskeleton Incorporating Fuzzy Approximation.
IEEE Trans. Ind. Electron.
Zhijun Li, Chun-Yi Su, Liangyong Wang, Ziting Chen, Tianyou Chai
2015 J jnl
Particle size estimate of grinding processes using random vector functional link networks with improved robustness.
Neurocomputing
Wei Dai, Qiang Liu, Tianyou Chai
2015 J jnl
Robust Adaptive Dynamic Programming of Two-Player Zero-Sum Games for Continuous-Time Linear Systems.
IEEE Trans. Neural Networks Learn. Syst.
Yue Fu, Jun Fu, Tianyou Chai
2015 C conf
Robust adaptive quadratic tracking control of continuous-time linear systems with unknown dynamics.
ACC
Yue Fu, Tianyou Chai, Jialu Fan
2015 C conf
Setpoint dynamic compensation via output feedback control with network induced time delays.
ACC
Yi Jiang, Jialu Fan, Tianyou Chai, Tongwen Chen
2015 — conf
Wireless network based operational optimization and control for a class of industrial processes.
ASCC
Jialu Fan, Lei Wang, Tianyou Chai
2014 J jnl
A Novel Estimation Algorithm Based on Data and Low-Order Models for Virtual Unmodeled Dynamics.
IEEE Trans. Neural Networks Learn. Syst.
Yajun Zhang, Tianyou Chai, Jing Sun, Xinkai Chen, Hong Wang
2014 J jnl
A novel Lagrangian relaxation approach for a hybrid flowshop scheduling problem in the steelmaking-continuous casting process.
Eur. J. Oper. Res.
Kun Mao, Quan-Ke Pan, Xinfu Pang, Tianyou Chai
2014 J jnl
Compensation of Hysteresis Nonlinearity in Magnetostrictive Actuators With Inverse Multiplicative Structure for Preisach Model.
IEEE Trans Autom. Sci. Eng.
Zhi Li, Chun-Yi Su, Tianyou Chai
2014 J jnl
Data mining based noise diagnosis and fuzzy filter design for image processing.
Comput. Electr. Eng.
Yongfu Wang, Gaochang Wu, Gang (Sheng) Chen, Tianyou Chai
2014 J jnl
Data-Driven Soft-Sensor Modeling for Product Quality Estimation Using Case-Based Reasoning and Fuzzy-Similarity Rough Sets.
IEEE Trans Autom. Sci. Eng.
Ping Zhou, Shaowen Lu, Tianyou Chai
2014 J jnl
Data-based adaptive online prediction model for plant-wide production indices.
Knowl. Inf. Syst.
Changxin Liu, Jinliang Ding, Anthony J. Toprac, Tianyou Chai
2014 — conf
Decentralized control of multiple cooperative manipulators with impedance interaction using fuzzy systems.
ICIA
Zhijun Li, Shuming Deng, Chun-Yi Su, Tianyou Chai, Chenguang Yang, Jun Fu
2014 — conf
Distributed nonlinear control of multi-agent systems with switching topologies.
ICIA
Tengfei Liu, Zhong-Ping Jiang, Tianyou Chai
2014 B conf
Effect of pseudo gradient on differential evolutionary for global numerical optimization.
IEEE Congress on Evolutionary Computation
Jinliang Ding, Lipeng Chen, Qingguang Xie, Tianyou Chai, Xiuping Zheng
2014 J jnl
Fuzzy Neural-Network Friction Compensation-Based Singularity Avoidance Energy Swing-Up to Nonequilibrium Unstable Position Control of Pendubot.
IEEE Trans. Control. Syst. Technol.
Deyin Xia, Tianyou Chai, Liangyong Wang
2014 J jnl
GA-based principal component selection for production performance estimation in mineral processing.
Comput. Electr. Eng.
Jinliang Ding, Liang Zhao, Changxin Liu, Tianyou Chai
2014 J jnl
Guest Editorial Integrated Optimization of Industrial Automation.
IEEE Trans Autom. Sci. Eng.
Tianyou Chai, Hong Wang, Si-Zhao Joe Qin, Tongwen Chen, Sirish L. Shah
2014 J jnl
Integrated Optimization for the Automation Systems of Mineral Processing.
IEEE Trans Autom. Sci. Eng.
Tianyou Chai, Jinliang Ding, Gang Yu, Hong Wang
2014 J jnl
Modeling and Simulation of Whole Ball Mill Grinding Plant for Integrated Control.
IEEE Trans Autom. Sci. Eng.
Shaowen Lu, Ping Zhou, Tianyou Chai, Wei Dai
2014 — conf
Modeling load parameters of ball mill using frequency spectral features based on Hilbert vibration decomposition.
ICIA
Jian Tang, Yi Kan, Zhuo Liu, Tianyou Chai
2014 C conf
Multi-directional reconstruction based contributions for root-cause diagnosis of dynamic processes.
ACC
Gang Li, Si-Zhao Joe Qin, Tianyou Chai
2014 J jnl
Multiblock Concurrent PLS for Decentralized Monitoring of Continuous Annealing Processes.
IEEE Trans. Ind. Electron.
Qiang Liu, Si-Zhao Joe Qin, Tianyou Chai
2014 J jnl
Multifurnace Optimization in Electric Smelting Plants by Load Scheduling and Control.
IEEE Trans Autom. Sci. Eng.
Weijian Kong, Tianyou Chai, Jinliang Ding, Shengxiang Yang
2014 J jnl
Multivariable Disturbance Observer Based Advanced Feedback Control Design and Its Application to a Grinding Circuit.
IEEE Trans. Control. Syst. Technol.
Ping Zhou, Wei Dai, Tianyou Chai
2014 J jnl
Networked Multirate Output Feedback Control for Setpoints Compensation and Its Application to Rougher Flotation Process.
IEEE Trans. Ind. Electron.
Fangzhou Liu, Huijun Gao, Jianbin Qiu, Shen Yin, Jialu Fan, Tianyou Chai
2014 J jnl
Neural-Network-Friction Compensation-Based Energy Swing-Up Control of Pendubot.
IEEE Trans. Ind. Electron.
Deyin Xia, Liangyong Wang, Tianyou Chai
2014 J jnl
Optimal operational control for complex industrial processes.
Annu. Rev. Control.
Tianyou Chai, Si-Zhao Joe Qin, Hong Wang
2014 — conf
Robust prediction for quality of industrial processes.
ICIA
Changxin Liu, Jinliang Ding, Tianyou Chai
2013 J jnl
A hybrid evolutionary multiobjective optimization strategy for the dynamic power supply problem in magnesia grain manufacturing.
Appl. Soft Comput.
Weijian Kong, Tianyou Chai, Shengxiang Yang, Jinliang Ding
2013 — conf
A multiobjective particle swarm optimization algorithm for load scheduling in electric smelting furnaces.
CIES
Weijian Kong, Jinliang Ding, Tianyou Chai, Xiuping Zheng, Shengxiang Yang
2013 J jnl
Active control of friction self-excited vibration using neuro-fuzzy and data mining techniques.
Expert Syst. Appl.
Yongfu Wang, Dianhui Wang, Tianyou Chai
2013 J jnl
Adaptive Decoupling Switching Control of the Forced-Circulation Evaporation System Using Neural Networks.
IEEE Trans. Control. Syst. Technol.
Yonggang Wang, Tianyou Chai, Jun Fu, Jing Sun, Hong Wang
2013 J jnl
An Improved Estimation Method for Unmodeled Dynamics Based on ANFIS and Its Application to Controller Design.
IEEE Trans. Fuzzy Syst.
Yajun Zhang, Tianyou Chai, Hong Wang, Xinkai Chen, Chun-Yi Su
2013 — conf
An intelligent temperature switching control for cement raw meal calcination process.
ICCA
Jinghui Qiao, Handi Zhang, Tianyou Chai
2013 J jnl
Burning state recognition of rotary kiln using ELMs with heterogeneous features.
Neurocomputing
Weitao Li, Dianhui Wang, Tianyou Chai
2013 J jnl
Decentralized Fault Diagnosis of Continuous Annealing Processes Based on Multilevel PCA.
IEEE Trans Autom. Sci. Eng.
Qiang Liu, Si-Zhao Joe Qin, Tianyou Chai
2013 J jnl
Estimation of effluent quality using PLS-based extreme learning machines.
Neural Comput. Appl.
Lijie Zhao, Dianhui Wang, Tianyou Chai
2013 J jnl
Integrated Network-Based Model Predictive Control for Setpoints Compensation in Industrial Processes.
IEEE Trans. Ind. Informatics
Tianyou Chai, Lin Zhao, Jianbin Qiu, Fangzhou Liu, Jialu Fan
2013 J jnl
Intelligence-Based Supervisory Control for Optimal Operation of a DCS-Controlled Grinding System.
IEEE Trans. Control. Syst. Technol.
Ping Zhou, Tianyou Chai, Jing Sun
2013 — conf
Iterative learning based particle size distribution control in grinding process using output PDF method.
ICCA
Xubin Sun, Jinliang Ding, Hong Wang, Tianyou Chai, Hairong Dong
2013 J jnl
Modeling Load Parameters of Ball Mill in Grinding Process Based on Selective Ensemble Multisensor Information.
IEEE Trans Autom. Sci. Eng.
Jian Tang, Tianyou Chai, Wen Yu, Lijie Zhao
2013 J jnl
Motion/force tracking control of nonholonomic mechanical systems via combining cascaded design and backstepping.
Autom.
Jun Fu, Tianyou Chai, Chun-Yi Su, Ying Jin
2013 J jnl
Robust adaptive regulation of discrete time nonlinear systems with arbitrary nonlinearities.
Autom.
Yue Fu, Tianyou Chai
2013 J jnl
Self-Tuning Control With a Filter and a Neural Compensator for a Class of Nonlinear Systems.
IEEE Trans. Neural Networks Learn. Syst.
Yue Fu, Tianyou Chai
2013 — conf
Setpoints compensation in industrial processes via multirate output feedback control.
ASCC
Shen Yin, Fangzhou Liu, Huijun Gao, Jianbin Qiu, Tianyou Chai, Jialu Fan, Hamid Reza Karimi
2013 J jnl
Two-Level Production Plan Decomposition Based on a Hybrid MOEA for Mineral Processing.
IEEE Trans Autom. Sci. Eng.
Gang Yu, Tianyou Chai, Xiaochuan Luo
2012 J jnl
An Intelligent Mill Load Switching Control of the Pulverizing System for an Alumina Sintering Process.
IEEE Trans. Control. Syst. Technol.
Tianyou Chai, Liyan Zhang, Chun-Yi Su, Hong Wang
2012 J jnl
DOB Design for Nonminimum-Phase Delay Systems and Its Application in Multivariable MPC Control.
IEEE Trans. Circuits Syst. II Express Briefs
Ping Zhou, Tianyou Chai, Jin-Hui Zhao
2012 — conf
Feature Selection of Frequency Spectrum for Modeling Difficulty to Measure Process Parameters.
ISNN (2)
Jian Tang, Lijie Zhao, Yi-miao Li, Tianyou Chai, Si-Zhao Joe Qin
2012 J jnl
Flame Image-Based Burning State Recognition for Sintering Process of Rotary Kiln Using Heterogeneous Features and Fuzzy Integral.
IEEE Trans. Ind. Informatics
Weitao Li, Dianhui Wang, Tianyou Chai
2012 C conf
Hybrid intelligent optimal control for flotation processes.
ACC
Haibo Li, Tianyou Chai, Liyan Zhang
2012 J jnl
Hybrid intelligent parameter estimation based on grey case-based reasoning for laminar cooling process.
Eng. Appl. Artif. Intell.
Guishan Xing, Jinliang Ding, Tianyou Chai, Puya Afshar, Hong Wang
2012 — conf
Improved genetic algorithm for magnetic material two-stage multi-product production scheduling: A case study.
CDC
Yefeng Liu, Tianyou Chai, Si-Zhao Joe Qin, Quan-Ke Pan, Shengxiang Yang
2012 J jnl
Knowledge-Based Global Operation of Mineral Processing Under Uncertainty.
IEEE Trans. Ind. Informatics
Jinliang Ding, Tianyou Chai, Hong Wang, Xinkai Chen
2012 J jnl
Modeling Component Concentrations of Sodium Aluminate Solution Via Hammerstein Recurrent Neural Networks.
IEEE Trans. Control. Syst. Technol.
Wei Wang, Tianyou Chai, Wen Yu, Hong Wang, Chun-Yi Su
2012 — conf
Modeling Spectral Data Based on Mutual Information and Kernel Extreme Learning Machines.
ISNN (1)
Lijie Zhao, Jian Tang, Tianyou Chai
2012 J jnl
Modeling and Monitoring of Dynamic Processes.
IEEE Trans. Neural Networks Learn. Syst.
Yingwei Zhang, Tianyou Chai, Zhiming Li, Chunyu Yang
2012 C conf
Modeling and compensation of asymmetric hysteresis nonlinearity for magnetostrictive actuators with an asymmetric shifted Prandtl-Ishlinskii model.
ACC
Zhi Li, Ying Feng, Tianyou Chai, Jun Fu, Chun-Yi Su
2012 — conf
Multi-class Classification with One-Against-One Using Probabilistic Extreme Learning Machine.
ISNN (2)
Lijie Zhao, Tianyou Chai, Xiao-kun Diao, De-cheng Yuan
2012 J jnl
Neural-Network-Based Contouring Control for Robotic Manipulators in Operational Space.
IEEE Trans. Control. Syst. Technol.
Liangyong Wang, Tianyou Chai, Chunyu Yang
2012 C conf
Non-stationary Kalman filter parametrization of subspace models with applications to MPC.
ACC
Yu Zhao, Zhijie Sun, Si-Zhao Joe Qin, Tianyou Chai
2012 J jnl
On-line principal component analysis with application to process modeling.
Neurocomputing
Jian Tang, Wen Yu, Tianyou Chai, Lijie Zhao
2012 J jnl
Predicting mill load using partial least squares and extreme learning machines.
Soft Comput.
Jian Tang, Dianhui Wang, Tianyou Chai
2012 C conf
Robust adaptive decoupling control based on a reduced order model.
ACC
Yue Fu, Tianyou Chai, Jun Fu
2012 — conf
Selective Ensemble Modeling Parameters of Mill Load Based on Shell Vibration Signal.
ISNN (1)
Jian Tang, Lijie Zhao, Jia Long, Tianyou Chai, Wen Yu
2012 J jnl
Soft sensor for parameters of mill load based on multi-spectral segments PLS sub-models and on-line adaptive weighted fusion algorithm.
Neurocomputing
Jian Tang, Tianyou Chai, Lijie Zhao, Wen Yu, Heng Yue
2011 J jnl
A Nonlinear Control Method Based on ANFIS and Multiple Models for a Class of SISO Nonlinear Systems and Its Application.
IEEE Trans. Neural Networks
Yajun Zhang, Tianyou Chai, Hong Wang
2011 C conf
Adaptive decoupling control of the forced-circulation evaporation system using neural networks and multiple models.
ACC
Yonggang Wang, Tianyou Chai, Jun Fu, Jing Sun
2011 C conf
An adaptive chaotic PSO for parameter optimization and feature extraction of LS-SVM based modelling.
ACC
Weijian Cheng, Jinliang Ding, Weijian Kong, Tianyou Chai, S. Joe Qin
2011 J jnl
Data-Based Hybrid Tension Estimation and Fault Diagnosis of Cold Rolling Continuous Annealing Processes.
IEEE Trans. Neural Networks
Qiang Liu, Tianyou Chai, Hong Wang, Si-Zhao Joe Qin
2011 J jnl
Data-Based Virtual Unmodeled Dynamics Driven Multivariable Nonlinear Adaptive Switching Control.
IEEE Trans. Neural Networks
Tianyou Chai, Yajun Zhang, Hong Wang, Chun-Yi Su, Jing Sun
2011 J jnl
Extraction and Adaptation of Fuzzy Rules for Friction Modeling and Control Compensation.
IEEE Trans. Fuzzy Syst.
Yongfu Wang, Dianhui Wang, Tianyou Chai
2011 — conf
Gabor filter and eigen-flame image-based burning state recognition for sintering process of rotary kiln.
CDC/ECC
Weitao Li, Kezhi Mao, Tianyou Chai, Hong Zhang, Hong Wang
2011 J jnl
Guest Editorial Data-Based Control, Modeling, and Optimization.
IEEE Trans. Neural Networks
Tianyou Chai, Zhongsheng Hou, Frank L. Lewis, Amir Hussain, Dongbin Zhao
2011 J jnl
Indirect self-tuning control using multiple models for non-affine nonlinear systems.
Int. J. Control
Yue Fu, Tianyou Chai
2011 — conf
Intelligent setting control of raw meal calcination proces.
CDC/ECC
Jinghui Qiao, Tianyou Chai, Hong Wang
2011 — conf
KPCA based multi-spectral segments feature extraction and GA based Combinatorial optimization for frequency spectrum data modeling.
CDC/ECC
Jian Tang, Tianyou Chai, Wen Yu, Lijie Zhao, Si-Zhao Joe Qin
2011 J jnl
Lur'e Lyapunov Function and Absolute Stability Criterion for Lur'e Singularly Perturbed Systems.
IEEE Trans. Autom. Control.
Chunyu Yang, Qingling Zhang, Jing Sun, Tianyou Chai
2011 J jnl
Multiobjective Production Planning Optimization Using Hybrid Evolutionary Algorithms for Mineral Processing.
IEEE Trans. Evol. Comput.
Gang Yu, Tianyou Chai, Xiaochuan Luo
2011 J jnl
Nonlinear Robust PLS Modeling of Wastewater Effluent Quality Indices.
J. Softw.
Lijie Zhao, Decheng Yuan, Jian Tang, Wei Wang, Tianyou Chai
2011 J jnl
Offline Modeling for Product Quality Prediction of Mineral Processing Using Modeling Error PDF Shaping and Entropy Minimization.
IEEE Trans. Neural Networks
Jinliang Ding, Tianyou Chai, Hong Wang
2011 J jnl
PCA and neural networks-based soft sensing strategy with application in sodium aluminate solution.
J. Exp. Theor. Artif. Intell.
Wei Wang, Wen Yu, Lijie Zhao, Tianyou Chai
2011 — conf
Robust self-tuning PID-like control with a filter for a class of discrete time systems.
CDC/ECC
Yue Fu, Tianyou Chai
2011 C conf
Soft sensing of sodium aluminate solution component concentrations via on-line clustering and fuzzy modeling.
ACC
Wei Wang, Tianyou Chai, Lijie Zhao, Si-Zhao Joe Qin
2010 — conf
A nonlinear switching control method for a class of non-minimum-phase nonlinear systems.
CDC
Yajun Zhang, Tianyou Chai, Hong Wang, Jun Fu
2010 J jnl
An Adaptive Generalized Predictive Control Method for Nonlinear Systems Based on ANFIS and Multiple Models.
IEEE Trans. Fuzzy Syst.
Yajun Zhang, Tianyou Chai, Hong Wang, Jun Fu, Liyan Zhang, Yonggang Wang
2010 J jnl
An improved constraint satisfaction adaptive neural network for job-shop scheduling.
J. Sched.
Shengxiang Yang, Dingwei Wang, Tianyou Chai, Graham Kendall
2010 J jnl
Cascade Process Modeling with Mechanism-Based Hierarchical Neural Networks.
Int. J. Neural Syst.
Qiumei Cong, Wen Yu, Tianyou Chai
2010 J jnl
Decentralized Fault Diagnosis of Large-Scale Processes Using Multiblock Kernel Partial Least Squares.
IEEE Trans. Ind. Informatics
Yingwei Zhang, Hong Zhou, Si-Zhao Joe Qin, Tianyou Chai
2010 C conf
Designing compact Gabor filter banks for efficient texture feature extraction.
ICARCV
Weitao Li, Kezhi Mao, Hong Zhang, Tianyou Chai
2010 J jnl
Distribution function tracking filter design using hybrid characteristic functions.
Autom.
Jinglin Zhou, Donghua Zhou, Hong Wang, Lei Guo, Tianyou Chai
2010 — conf
Dynamic prediction model for mixed concentrate grade of mineral processing plant.
CDC
Jinliang Ding, Tianyou Chai, Hong Wang
2010 — conf
Estimation of component concentrations of sodium aluminate solution via PLS and Hammerstein recurrent neural networks.
IWACI
Wei Wang, Lijie Zhao, Tianyou Chai, Wen Yu
2010 — conf
Generalized predictive control method for a class of nonlinear systems using ANFIS and multiple models.
CDC
Yajun Zhang, Tianyou Chai, Hong Wang, Jun Fu
2010 — conf
Hybrid intelligent control for a closed-circuit grinding process.
CDC
Da-yong Zhao, Tianyou Chai, Jun Fu, Hong Wang
2010 — conf
Hybrid intelligent optimal control of fused magnesium furnaces.
CDC
Zhiwei Wu, Tianyou Chai, Jun Fu, Jing Sun
2010 Misc conf
Hybrid intelligent pre-processing system of parameters in heating furnace control.
ICNC
Youwen Chen, Tianyou Chai
2010 — conf
Large-dimensional multi-objective evolutionary algorithms based on improved average ranking.
CDC
Weijian Kong, Jinliang Ding, Tianyou Chai, Jing Sun
2010 — conf
Modeling of operating parameters for wet ball mill by modified GA-KPLS.
IWACI
Jian Tang, Wen Yu, Lijie Zhao, Heng Yue, Tianyou Chai
2010 — conf
Modelling of mill load for wet ball mill via GA and SVM based on spectral feature.
BIC-TA
Lijie Zhao, Jian Tang, Wen Yu, Heng Yue, Tianyou Chai
2010 C conf
Multi-objective minimum entropy controller design for stochastic processes.
ACC
Puya Afshar, Amin Nobakhti, Hong Wang, Tianyou Chai
2010 — conf
Scheduling of steel-making and continuous casting system using the surrogate subgradient algorithm for lagrangian relaxation.
CASE
Liangliang Sun, Tianyou Chai, Peter B. Luh
2010 B conf
Selection of Gabor filters for improved texture feature extraction.
ICIP
Weitao Li, Kezhi Mao, Hong Zhang, Tianyou Chai
2010 J jnl
Soft sensing method for magnetic tube recovery ratio via fuzzy systems and neural networks.
Neurocomputing
Fenghua Wu, Tianyou Chai
2010 — conf
Stability and strong passivity of nonlinear descriptor systems.
CDC
Chunyu Yang, Qingling Zhang, Tianyou Chai, Jinliang Ding
2010 J jnl
State observer-based adaptive fuzzy output-feedback control for a class of uncertain nonlinear systems.
Inf. Sci.
Yongfu Wang, Tianyou Chai, Yimin Zhang
2010 — conf
Tension soft sensor of continuous annealing lines using cascade frequency domain observer with combined PCA and neural networks error compensation.
CDC
Qiang Liu, Tianyou Chai, Hong Wang, Si-Zhao Joe Qin
2010 C conf
Two-stage optimized scheduling method and application for steelmaking and continuous casting.
ACC
Xiuying Wang, Tianyou Chai, Binglin Zheng, Hong Wang
2009 J jnl
A hybrid intelligent optimal control method for complex flotation process.
Int. J. Syst. Sci.
Tianyou Chai, Zeng-Xian Geng, Heng Yue, Hong Wang, Chun-Yi Su
2009 C conf
Algorithm for very fast computation of Least Absolute Value regression.
ACC
Amin Nobakhti, Hong Wang, Tianyou Chai
2009 J jnl
An ILC-Based Adaptive Control for General Stochastic Systems With Strictly Decreasing Entropy.
IEEE Trans. Neural Networks
Puya Ghasemi Afshar, Hong Wang, Tianyou Chai
2009 — conf
An intelligent mill load switching control of pulverizing system for an alumina sintering process.
CDC
Liyan Zhang, Tianyou Chai, Hong Wang
2009 C conf
Data mining based feedback regulation in operation of hematite ore mineral processing plant.
ACC
Jinliang Ding, Qi Chen, Tianyou Chai, Hong Wang, Chun-Yi Su
2009 — conf
Eigen-flame image-based robust recognition of burning states for sintering process control of rotary kiln.
CDC
Weitao Li, Kezhi Mao, Xiaojie Zhou, Tianyou Chai, Hong Zhang
2009 J jnl
Entropy Optimization Filtering for Fault Isolation of Nonlinear Non-Gaussian Stochastic Systems.
IEEE Trans. Autom. Control.
Lei Guo, Liping Yin, Hong Wang, Tianyou Chai
2009 C conf
Frequency-domain weighted RLS model reduction for complex SISO linear system.
ACC
Ping Zhou, Tianyou Chai, Qiang Liu, Hong Wang, Chun-Yi Su
2009 — conf
Indirect self-tuning control of a nonlinear non-minimum phase system.
CDC
Yue Fu, Tianyou Chai
2009 J jnl
Intelligent Decoupling Control of Nonlinear Multivariable Systems and its Application to a Wind Tunnel System.
IEEE Trans. Control. Syst. Technol.
Yue Fu, Tianyou Chai
2009 J jnl
Intelligent Optimal-Setting Control for Grinding Circuits of Mineral Processing Process.
IEEE Trans Autom. Sci. Eng.
Ping Zhou, Tianyou Chai, Hong Wang
2009 — conf
Intelligent prediction method of technical indices in the industrial process and its application.
CDC
Rui Bai, Shaocheng Tong, Tianyou Chai
2009 — conf
Modeling and gain scheduling adaptive control of tension control system for continuous annealing process.
CDC
Qiang Liu, Tianyou Chai, Lijie Zhao, Yingwei Zhang, Shuran Zhang
2009 — conf
Multivariable nonlinear dynamic modeling based on DPLS and Hammerstein model and its application.
CDC
Wei Wang, Lijie Zhao, Tianyou Chai
2009 J jnl
Neural-Network-Based Terminal Sliding-Mode Control of Robotic Manipulators Including Actuator Dynamics.
IEEE Trans. Ind. Electron.
Liangyong Wang, Tianyou Chai, Lianfei Zhai
2009 J jnl
New approaches on H
Fuzzy Sets Syst.
Li Li, Xiaodong Liu, Tianyou Chai
2009 — conf
Nonlinear adaptive control method based on ANFIS and multiple models.
CDC
Yajun Zhang, Tianyou Chai, Yue Fu, Hong Niu
2009 — conf
Nonlinear adaptive generalized predictive control method based on ANFIS and switching control.
CDC
Yajun Zhang, Tianyou Chai, Hong Niu, Jiwen Zuo
2009 — conf
Observer design for a class of nonlinear descriptor systems.
CDC
Chunyu Yang, Qingling Zhang, Tianyou Chai
2009 C conf
Stable multiple model adaptive control of nonlinear multivariable discrete-time systems.
ACC
Yue Fu, Tianyou Chai, Hong Wang
2009 J jnl
The Development of Fuzzy Rough Sets with the Use of Structures and Algebras of Axiomatic Fuzzy Sets.
IEEE Trans. Knowl. Data Eng.
Xiaodong Liu, Witold Pedrycz, Tianyou Chai, Mingli Song
2009 — conf
The hybrid intelligent control for the fused magnesia production.
CDC
Yongjian Wu, Zhiwei Wu, Bin Dong, Li Zhang, Tianyou Chai
2009 — conf
The intelligent setting control of the mill load in pulverizing system for an alumina sintering process.
CDC
Liyan Zhang, Heng Yue, Tianyou Chai
2008 C conf
Adaptive model reference control of a class of MIMO discrete-time systems with compensation of nonparametric uncertainty.
ACC
Chenguang Yang, Lianfei Zhai, Shuzhi Sam Ge, Tianyou Chai, Tong Heng Lee
2008 — conf
Case-Based Decision Making Model for Supervisory Control of Ore Roasting Process.
ISNN (2)
Jinliang Ding, Changxin Liu, Ming Wen, Tianyou Chai
2008 C conf
Multivariable decoupling internal model control for grinding circuit.
ACC
Ping Zhou, Tianyou Chai, Hong Wang, Chun-Yi Su
2008 J jnl
Output Feedback NN Control for Two Classes of Discrete-Time Systems With Unknown Control Directions in a Unified Approach.
IEEE Trans. Neural Networks
Chenguang Yang, Shuzhi Sam Ge, Cheng Xiang, Tianyou Chai, Tong Heng Lee
2008 — conf
Stable adaptive neural network control of MIMO nonaffine nonlinear discrete-time systems.
CDC
Lianfei Zhai, Tianyou Chai, Chenguang Yang, Shuzhi Sam Ge, Tong Heng Lee
2007 — conf
A Novel Approach for Extraction of Fuzzy Rules Using the Neuro-fuzzy Network and Its Application in the Blending Process of Raw Slurry.
ISNN (2)
Rui Bai, Tianyou Chai, Enjie Ma
2007 — conf
An intelligent approach for supervisory control of grinding product particle size.
CDC
Ping Zhou, Jinliang Ding, Tianyou Chai, Hong Wang, Chun-Yi Su
2007 J jnl
Approaches to the representations and logic operations of fuzzy concepts in the framework of axiomatic fuzzy set theory I.
Inf. Sci.
Xiaodong Liu, Tianyou Chai, Wei Wang, Wanquan Liu
2007 J jnl
Approaches to the representations and logic operations of fuzzy concepts in the framework of axiomatic fuzzy set theory II.
Inf. Sci.
Xiaodong Liu, Wei Wang, Tianyou Chai, Wanquan Liu
2007 J jnl
Direct neural network-based self-tuning control for a class of nonlinear systems.
Int. J. Syst. Sci.
Heng Yue, Han-Xiong Li, Tianyou Chai
2007 J jnl
Guaranteed Cost Networked Control for T-S Fuzzy Systems With Time Delays.
IEEE Trans. Syst. Man Cybern. Part C
Huaguang Zhang, Dedong Yang, Tianyou Chai
2007 C conf
Hybrid Intelligent Forecasting Method of the Laminar Cooling Process for Hot Strip.
ACC
Jinxiang Pian, Tianyou Chai, Hong Wang, Chun-Yi Su
2007 — conf
Intelligent decoupling control of nonlinear multivariable systems.
CDC
Yue Fu, Tianyou Chai, Chun-Yi Su, Hong Wang
2007 C conf
Interactive Software Platform of Intelligent Supervisory Control for the Mineral Grinding Process.
CCA
Jinliang Ding, Yang Cao, Tianyou Chai, Hong Wang
2007 J jnl
Neural-Network-Based Nonlinear Adaptive Dynamical Decoupling Control.
IEEE Trans. Neural Networks
Yue Fu, Tianyou Chai
2007 J jnl
Nonlinear multivariable adaptive control using multiple models and neural networks.
Autom.
Yue Fu, Tianyou Chai
2007 J jnl
Passivity and Passification for Networked Control Systems.
SIAM J. Control. Optim.
Huijun Gao, Tongwen Chen, Tianyou Chai
2007 C conf
Pattern-based Hybrid Intelligent Control for Rotary Kiln Process.
CCA
Xiaojie Zhou, Tianyou Chai
2007 — conf
Stable Adaptive Neural Network Control of Nonaffine Nonlinear Discrete-Time Systems and Application.
ISIC
Lianfei Zhai, Tianyou Chai, Shuzhi Sam Ge
2006 C conf
A t-distribution based particle filter for target tracking.
ACC
Shaojun Li, Hong Wang, Tianyou Chai
2006 — conf
Hybrid Intelligent Control Strategy of the Laminar Cooling Process.
ISNN (2)
Minghao Tan, Shujiang Li, Tianyou Chai
2006 — conf
Hybrid Intelligent System for Supervisory Control of Mineral Grinding Process.
ISDA (1)
Jinliang Ding, Ping Zhou, Changxin Liu, Tianyou Chai
2006 — conf
Laminar Cooling Process Model Development Using RBF Networks.
ISNN (2)
Minghao Tan, Xuejun Zong, Heng Yue, Jinxiang Pian, Tianyou Chai
2006 — conf
Multiple Bilinear Models Based Soft-Sensor for Rare Earth Cascade Extraction Processes.
CDC
Wenjun Jia, Tianyou Chai, Hong Wang, Chun-Yi Su
2006 C conf
Nonlinear indirect adaptive decoupling control based on neural networks and multiple models.
ACC
Yue Fu, Tianyou Chai, Hong Wang
2006 — conf
The Design and Development of A Scheduling System for Steelmaking and Continuous Casting based on Component Technology.
ISDA (2)
Xiuying Wang, Jinfei Sun, Ai-guang Yang, Tianyou Chai
2006 C conf
Tracking performance comparison for different strategies in output PDF control.
ACC
Hong Yue, Hong Wang, Jinfang Zhang, Tianyou Chai
2005 — conf
A Dual-Mode Fuzzy Model Predictive Control Scheme for Unknown Continuous Nonlinear System.
FSKD (1)
Chonghui Song, Shucheng Yang, Hui Yang, Huaguang Zhang, Tianyou Chai
2005 — conf
A Hybrid Intelligent Soft-Sensor Model for Dynamic Particle Size Estimation in Grinding Circuits.
ISNN (3)
Ming Tie, Heng Yue, Tianyou Chai
2005 J jnl
Comment on "Discrete-time optimal fuzzy controller design: global concept approach".
IEEE Trans. Fuzzy Syst.
Chonghui Song, Tianyou Chai
2005 — conf
Compensating Modeling and Control for Friction Using RBF Adaptive Neural Networks.
ISNN (3)
Yongfu Wang, Tianyou Chai, Lijie Zhao, Ming Tie
2005 — conf
Component Content Soft-Sensor Based on Adaptive Fuzzy System in Rare-Earth Countercurrent Extraction Process.
FSKD (2)
Hui Yang, Chonghui Song, Chunyan Yang, Tianyou Chai
2005 — conf
Intelligent Optimal Control in Rare-Earth Countercurrent Extraction Process
ICNC (2)
Hui Yang, Chunyan Yang, Chonghui Song, Tianyou Chai
2005 C conf
Output-feedback control of uncertain nonlinear systems using adaptive fuzzy observer.
ACC
Yongfu Wang, Tianyou Chai
2005 J jnl
The fuzzy clustering analysis based on AFS theory.
IEEE Trans. Syst. Man Cybern. Part B
Xiaodong Liu, Wei Wang, Tianyou Chai
2005 — conf
Wastewater BOD Forecasting Model for Optimal Operation Using Robust Time-Delay Neural Network.
ISNN (3)
Lijie Zhao, Tianyou Chai
2004 — conf
Compensating modeling and control for friction using adaptive fuzzy system.
CDC
Yongfu Wang, Tianyou Chai
2004 C conf
Contemporary integrated manufacturing system based on ERP/MES/PCS in ore dressing.
ICARCV
Xiaoling Huang, Yongfu Wang, Lijie Zhao, Tianyou Chai
2004 C conf
Friction compensating modeling and control based on adaptive fuzzy system.
ICARCV
Yongfu Wang, Xiaoling Huang, Lijie Zhao, Tianyou Chai
2004 C conf
High-order open and closed loop iterative learning control scheme with initial state learning.
ICARCV
Jinxue Xu, Lili Sun, Tianyou Chai, Dalong Tan
2004 C conf
Observer-based robust adaptive fuzzy tracking control in robot arms.
ICARCV
Yongfu Wang, Xiaoling Huang, Lijie Zhao, Tianyou Chai
2004 C conf
The analysis of the convergence speed for an iterative learning scheme.
ICARCV
Jinxue Xu, Xiangdong Wang, Tianyou Chai, Dalong Tan
2003 B conf
Control of power-plant main steam pressure and power output based on fuzzy reasoning and auto-tuning.
FUZZ-IEEE
Hongbo Liu, Shaoyuan Li, Tianyou Chai
2003 C conf
Intelligent control of power-plant main steam pressure and power output.
ACC
Hongbo Liu, Shaoyuan Li, Tianyou Chai
2000 J jnl
Adaptive control of first-order systems with nonlinear parameterization.
IEEE Trans. Autom. Control.
Tao Zhang, Shuzhi Sam Ge, Chang Chieh Hang, Tianyou Chai
1999 J jnl
Direct adaptive control and robust analysis for unknown multivariable nonlinear systems with fuzzy logic systems.
Fuzzy Sets Syst.
Shaocheng Tong, Tianyou Chai
1999 J jnl
Fuzzy adaptive control for a class of nonlinear systems.
Fuzzy Sets Syst.
Shaocheng Tong, Qingguo Li, Tianyou Chai
1999 J jnl
Fuzzy direct adaptive control for a class of nonlinear systems.
Fuzzy Sets Syst.
Tianyou Chai, Shaocheng Tong
1999 J jnl
Properties of multivariable fuzzy controller under Gödel's implication.
Fuzzy Sets Syst.
Shaocheng Tong, Tianyou Chai
1998 J jnl
Fuzzy indirect adaptive control for a class of decentralized nonlinear systems.
Int. J. Syst. Sci.
Shaocheng Tong, Tianyou Chai
1997 J jnl
Fuzzy Direct Adaptive Control for a Class of Decentralized Nonlinear Systems.
Cybern. Syst.
Shaocheng Tong, Tianyou Chai, Qingguo Li
1997 J jnl
Notes on multivariable fuzzy controller under Gödel's implication.
Fuzzy Sets Syst.
Shaocheng Tong, Tianyou Chai, Huaguang Zhang
1996 — conf
Robust identification for unknown nonlinear multivariable systems based on dynamic neural networks.
ICNN
Qionghai Dai, Tao Zhang, Yu-Mei Zhang, Tianyou Chai, Li-hua Xia