Real-time incipient fault detection for electrical traction systems of CRH2. - Hongtian Chen; Bin Jiang 001; Ningyun Lu; Wen Chen 007 (Neurocomputing, 2018)

Deep PCA Based Real-Time Incipient Fault Detection and Diagnosis Methodology for Electrical Drive in High-Speed Trains. - Hongtian Chen; Bin Jiang 001; Ningyun Lu; Zehui Mao (IEEE Trans. Veh. Technol., 2018)

Sensors Information Fusion System with Fault Detection Based on Multi-Manifold Regularization Neighborhood Preserving Embedding. - Jianping Wu; Bin Jiang 001; Hongtian Chen; Jianwei Liu 004 (Sensors, 2019)

Probability-Relevant Incipient Fault Detection and Diagnosis Methodology With Applications to Electric Drive Systems. - Hongtian Chen; Bin Jiang 001; Steven X. Ding; Ningyun Lu; Wen Chen 007 (IEEE Trans. Control. Syst. Technol., 2019)

Data-driven Detection and Diagnosis of Incipient Faults in Electrical Drives of High-Speed Trains. - Hongtian Chen; Bin Jiang 001; Wen Chen 007; Hui Yi (IEEE Trans. Ind. Electron., 2019)

A Newly Robust Fault Detection and Diagnosis Method for High-Speed Trains. - Hongtian Chen; Bin Jiang 001; Ningyun Lu (IEEE Trans. Intell. Transp. Syst., 2019)

Data-Driven Detection of Hot Spots in Photovoltaic Energy Systems. - Hongtian Chen; Hui Yi; Bin Jiang 001; Kai Zhang 015; Zhiwen Chen 001 (IEEE Trans. Syst. Man Cybern. Syst., 2019)

Data-driven and deep learning-based detection and diagnosis of incipient faults with application to electrical traction systems. - Hongtian Chen; Bin Jiang 001; Tianyi Zhang 013; Ningyun Lu (Neurocomputing, 2020)

The Imaging Performances of Contrast-Enhanced Ultrasound, Computed Tomography, and Magnetic Resonance Imaging for Extrahepatic Cholangiocarcinoma. - Zhong Xin; Xiangdang Long; Hongtian Chen; Yongjun Hu (J. Medical Imaging Health Informatics, 2020)

A Review of Fault Detection and Diagnosis for the Traction System in High-Speed Trains. - Hongtian Chen; Bin Jiang 001 (IEEE Trans. Intell. Transp. Syst., 2020)

Edge Computing-Aided Framework of Fault Detection for Traction Control Systems in High-Speed Trains. - Hongtian Chen; Bin Jiang 001; Wen Chen 007; Ziheng Li (IEEE Trans. Veh. Technol., 2020)

Fault Prediction Using LSTM for Running Gears of High-speed Trains. - Xiuyuan Sun; Chao Cheng; Hongtian Chen (CAA SAFEPROCESS, 2021)

A Review of Intelligent Fault Diagnosis for High-Speed Trains: Qualitative Approaches. - Chao Cheng; Jiuhe Wang; Hongtian Chen; Zhiwen Chen 001; Hao Luo 003; Pu Xie (Entropy, 2021)

A Broad Learning Aided Data-Driven Framework of Fast Fault Diagnosis for High-Speed Trains. - Hongtian Chen; Bin Jiang 001; Steven X. Ding (IEEE Intell. Transp. Syst. Mag., 2021)

A Tutorial on Hardware-Implemented Fault Injection and Online Fault Diagnosis for High-Speed Trains. - Xiaoyue Yang; Xinyu Qiao; Chao Cheng; Kai Zhong; Hongtian Chen (Sensors, 2021)

Data-Driven Fault Detection for Dynamic Systems With Performance Degradation: A Unified Transfer Learning Framework. - Hongtian Chen; Zheng Chai; Bin Jiang 001; Biao Huang 001 (IEEE Trans. Instrum. Meas., 2021)

Multiblock Dynamic Slow Feature Analysis-Based System Monitoring for Electrical Drives of High-Speed Trains. - Chao Cheng; Xinyu Qiao; Bangcheng Zhang; Hao Luo 003; Yang Zhou 027; Hongtian Chen (IEEE Trans. Instrum. Meas., 2021)

Health Status Assessment for LCESs Based on Multidiscounted Belief Rule Base. - Chao Cheng; Jiuhe Wang; Hongtian Chen; Zhijie Zhou 001; Wanxiu Teng; Bangcheng Zhang (IEEE Trans. Instrum. Meas., 2021)

An SFA-HMM Performance Evaluation Method Using State Difference Optimization for Running Gear Systems in High-Speed Trains. - Chao Cheng; Meng Wang; Jiuhe Wang; Junjie Shao; Hongtian Chen (Int. J. Appl. Math. Comput. Sci., 2022)

A Single-Side Neural Network-Aided Canonical Correlation Analysis With Applications to Fault Diagnosis. - Hongtian Chen; Zhiwen Chen 001; Zheng Chai; Bin Jiang 001; Biao Huang 001 (IEEE Trans. Cybern., 2022)

Fuzzy-Model-Based Asynchronous Fault Detection for Markov Jump Systems With Partially Unknown Transition Probabilities: An Adaptive Event-Triggered Approach. - Guangtao Ran; Jian Liu 006; Chuanjiang Li; Hak-Keung Lam; Dongyu Li; Hongtian Chen (IEEE Trans. Fuzzy Syst., 2022)

Slow Manifold Analysis-Based Detection of Hot Spots in Photovoltaic Systems. - Chao Cheng; Ming Liu; Hui Yi; Guangtao Ran; Hongtian Chen (IEEE Trans. Instrum. Meas., 2022)

Online Monitoring for Non-Stationary Operation via a Collaborative Neural Network. - Sudao He; Fuyang Chen; Ning Xu; Hongtian Chen (IEEE Trans. Instrum. Meas., 2022)

Data-Driven Optimal Test Selection Design for Fault Detection and Isolation Based on CCVKL Method and PSO. - Yang Li 088; Hongtian Chen; Ningyun Lu; Bin Jiang 001; Enrico Zio (IEEE Trans. Instrum. Meas., 2022)

Data-Driven Fault Diagnosis for Traction Systems in High-Speed Trains: A Survey, Challenges, and Perspectives. - Hongtian Chen; Bin Jiang 001; Steven X. Ding; Biao Huang 001 (IEEE Trans. Intell. Transp. Syst., 2022)

A Deep Probabilistic Transfer Learning Framework for Soft Sensor Modeling With Missing Data. - Zheng Chai; Chunhui Zhao 001; Biao Huang 001; Hongtian Chen (IEEE Trans. Neural Networks Learn. Syst., 2022)

Data-Driven Designs of Fault Detection Systems via Neural Network-Aided Learning. - Hongtian Chen; Zheng Chai; Oguzhan Dogru; Bin Jiang 001; Biao Huang 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

A Unified BRB-Based Framework for Real-Time Health Status Prediction in High-Speed Trains. - Chao Cheng; Yuhong Guo; Jiuhe Wang; Hongtian Chen; Junjie Shao (IEEE Trans. Veh. Technol., 2022)

Fault detection for 2-D hidden Markov jump systems: The Roesser model case. - Peng Cheng 010; Hongtian Chen; Bowen Yi; Weidong Zhang 004 (SAFEPROCESS, 2023)

Artificial Intelligence-based Fault Detection and Diagnosis: Towards Application in a Chemical Process. - Yiqi Liu; Zhi Li; Hongtian Chen (SAFEPROCESS, 2023)

A Detection Approach for Wafer Detect in Industrial Manufacturing based on YOLOv8. - Qian Tao; Yiyang Chen; Hongtian Chen (SAFEPROCESS, 2023)

An Accelerated Iterative Learning Algorithm Based on Feedback Terms for Fault Estimation of Nonlinear Parabolic Distributed Parameter Systems. - Shuiqing Xu; Lejing Wang; Hongtian Chen; Donglian Qi; Yunfeng Yan; Qi Li (SAFEPROCESS, 2023)

Data-Driven Robust Designs of Performance Prediction and Its Application in High-speed Trains. - Hongtian Chen; Weijun Wang; Dongsheng Guo 001; Shuiqing Xu; Chao Cheng (ICARM, 2023)

Fault Diagnosis of Electric Drive Systems Based on Dynamic Independent Component Analysis and A Hidden Markov Model. - Jingkun Wang; Hongmei Wang; Chao Cheng; Hongtian Chen (ICARM, 2023)

Guest Editorial: Special Issue on Artificial Intelligence Methods for Maintenance and Safety of Automation Systems. - Hongtian Chen; Hao Luo 003; Nishchal Verma; Bin Jiang 001 (IEEE Trans. Artif. Intell., 2023)

Fault Detection for Nonlinear Dynamic Systems With Consideration of Modeling Errors: A Data-Driven Approach. - Hongtian Chen; Linlin Li 005; Chao Shang 002; Biao Huang 001 (IEEE Trans. Cybern., 2023)

Imputation of Missing Values in Time Series Using an Adaptive-Learned Median-Filled Deep Autoencoder. - Zhuofu Pan; Yalin Wang 003; Kai Wang 024; Hongtian Chen; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Cybern., 2023)

A Hierarchical Soft-Sensor Using Spatiotemporal Information Transformation and ARMA With Application in Wastewater Treatment. - Gang Fang; Yiqi Liu; Baoping Cai; Hongtian Chen; Daoping Huang (IEEE Trans. Instrum. Meas., 2023)

Online Fault Diagnosis and Tolerance Based on Multiexpert Joint Belief Rule Base for Sensor Failures of Vehicles. - Zhichao Feng; Ruohan Yang; Zhi-Jie Zhou 001; Hongtian Chen; Changhua Hu (IEEE Trans. Instrum. Meas., 2023)

Short-Term PV Power Forecasting Based on CEEMDAN and Ensemble DeepTCN. - Yu Huang 022; Anjie Wang; Jianfang Jiao; Jiale Xie; Hongtian Chen (IEEE Trans. Instrum. Meas., 2023)

An Active Contour Model Based on Local Pre-Piecewise Fitting Bias Corrections for Fast and Accurate Segmentation. - Guina Wang; Fuzheng Zhang; Yiyang Chen; Guirong Weng; Hongtian Chen (IEEE Trans. Instrum. Meas., 2023)

A Novel Adaptive SMO-Based Simultaneous Diagnosis Method for IGBT Open-Circuit Faults and Current Sensor Incipient Faults of Inverters in PMSM Drives for Electric Vehicles. - Shuiqing Xu; Xinyang Chen; Feng Liu 064; Hai Wang 004; Yi Chai; Wei Xing Zheng 001; Hongtian Chen (IEEE Trans. Instrum. Meas., 2023)

Pig Face Recognition Based on Trapezoid Normalized Pixel Difference Feature and Trimmed Mean Attention Mechanism. - Shuiqing Xu; Qihang He; Songbing Tao; Hongtian Chen; Yi Chai; Wei-Xing Zheng 001 (IEEE Trans. Instrum. Meas., 2023)

ConvLSTM and Self-Attention Aided Canonical Correlation Analysis for Multioutput Soft Sensor Modeling. - Xiuli Zhu; Seshu Kumar Damarla; Kuangrong Hao; Biao Huang 001; Hongtian Chen; Yicun Hua (IEEE Trans. Instrum. Meas., 2023)

Fault Estimation for Switched Interconnected Nonlinear Systems With External Disturbances via Variable Weighted Iterative Learning. - Shuiqing Xu; Haosong Dai; Li Feng 004; Hongtian Chen; Yi Chai; Wei Xing Zheng 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2023)

A General Degradation Process of Useful Life Analysis Under Unreliable Signals for Accelerated Degradation Testing. - Yang Li 088; Shuiqing Xu; Hongtian Chen; Li Jia 002; Kun Ma 002 (IEEE Trans. Ind. Informatics, 2023)

Data-driven fault detection for Lipschitz nonlinear systems: From open to closed-loop systems. - Hongtian Chen; Zhongyan Liu; Biao Huang 001 (Autom., 2023)

A just-in-time manifold-based fault detection method for electrical drive systems of high-speed trains. - Chao Cheng; Xiuyuan Sun; Yang Song; Yiqi Liu; Chun Liu 006; Hongtian Chen (Simul. Model. Pract. Theory, 2023)

A Hybrid Design of Fault Detection for Nonlinear Systems Based on Dynamic Optimization. - Guangtao Ran; Hongtian Chen; Chuanjiang Li; Guangfu Ma; Bin Jiang 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Data-driven designs of observers and controllers via solving model matching problems. - Hongtian Chen; Hao Luo 003; Biao Huang 001; Bin Jiang 001; Okyay Kaynak (Autom., 2023)

Finite-Time Synchronization of Complex Networks with Intermittent Couplings and Neutral-Type Delays. - Engang Tian; Yi Zou; Hongtian Chen (IEEE CAA J. Autom. Sinica, 2023)

Digital twins-based process monitoring for wastewater treatment processes. - Wentao Liu; Sudao He; Jianpeng Mou; Ting Xue; Hongtian Chen; Weili Xiong (Reliab. Eng. Syst. Saf., 2023)

Overview of fault prognosis for traction systems in high-speed trains: A deep learning perspective. - Kai Zhong; Jiayi Wang; Shuiqing Xu; Chao Cheng; Hongtian Chen (Eng. Appl. Artif. Intell., 2023)

Finite-time filtering for fuzzy nonlinear semi-Markov jump systems with deception attacks and aperiodical transmission. - Guangtao Ran; Jian Liu 006; Chuanjiang Li; Hongtian Chen; Chunsong Han (J. Frankl. Inst., 2023)

Fault-Tolerant Soft Sensors for Dynamic Systems. - Hongtian Chen; Biao Huang 001 (IEEE Trans. Control. Syst. Technol., 2023)

Local Linear Generalized Autoencoder-Based Incipient Fault Detection for Electrical Drive Systems of High-Speed Trains. - Chao Cheng; Yunfei Ju; Shuiqing Xu; Yisheng Lv; Hongtian Chen (IEEE Trans. Intell. Transp. Syst., 2023)

Generation of Uncorrelated Residual Variables for Chemical Process Fault Diagnosis via Transfer Learning-based Input-Output Decoupled Network. - Zhuofu Pan; Qingkai Sui; Yalin Wang 003; Jiang Luo; Jie Chen; Hongtian Chen (CoRR, 2024)

MotionGS : Compact Gaussian Splatting SLAM by Motion Filter. - Xinli Guo; Weidong Zhang 004; Ruonan Liu; Peng Han 007; Hongtian Chen (CoRR, 2024)

A Laplace operator-based active contour model with improved image edge detection performance. - Ping Ma 007; Hao Yuan; Yiyang Chen; Hongtian Chen; Guirong Weng; Yuan Liu 021 (Digit. Signal Process., 2024)

Important-data-based attack design and resilient remote estimation for recurrent neural networks. - Xia Zhao; Xun Wang; Jiancun Wu; Hongtian Chen; Engang Tian (Inf. Sci., 2024)

A level set approach using adaptive local pre-fitting energy for image segmentation with intensity non-uniformity. - Pengqiang Ge; Yiyang Chen; Guina Wang; Guirong Weng; Hongtian Chen (J. Intell. Fuzzy Syst., 2024)

Accelerated degradation testing for lifetime analysis considering random effects and the influence of stress and measurement errors. - Yang Li 088; Haifeng Gao; Hongtian Chen; Chun Liu 006; Zhe Yang 014; Enrico Zio (Reliab. Eng. Syst. Saf., 2024)

A Two-Stage Fault Diagnosis Method With Rough and Fine Classifiers for Phased Array Radar Transceivers. - Chuang Chen; Jiantao Shi; Lihang Feng; Hui Yi; Cunsong Wang; Hongtian Chen (IEEE Trans. Instrum. Meas., 2024)

A Physics-Guided Wavelet Feature Extraction Method for Fault Diagnosis of Thruster Blades. - Tao Xie 009; Zhihuan Hu; Wei-Dong Zhang 004; Zhongmei Li; Hongtian Chen (IEEE Trans. Instrum. Meas., 2024)

A Simultaneous Diagnosis Approach for Power Switch, Grid-Side Current Sensor, and DC-Link Voltage Sensor Faults in Single-Phase Three-Level Rectifiers. - Shuiqing Xu; Xiaofan Xu; Jian Wang; Hai Wang 004; Yi Chai; Hongtian Chen; Mahesh Krishnamurthy (IEEE Trans. Instrum. Meas., 2024)

A Lightweight Pig Face Recognition Method Based on Efficient Mobile Network and Horizontal Vertical Attention Mechanism. - Shuiqing Xu; Hao-Dong Zheng; Songbing Tao; Yi Chai; Qihang He; Hongtian Chen (IEEE Trans. Instrum. Meas., 2024)

Counterfactual Covariate Causal Discovery on Nonlinear Extremal Quantiles. - Tangwen Yin; Hongtian Chen; Dan Huang 002; Hesheng Wang 001 (IEEE Trans. Instrum. Meas., 2024)

Reinforcement Learning in Process Industries: Review and Perspective. - Oguzhan Dogru; Junyao Xie; Om Prakash; Ranjith Chiplunkar; Jansen Fajar Soesanto; Hongtian Chen; Kirubakaran Velswamy; Fadi Ibrahim; Biao Huang 001 (IEEE CAA J. Autom. Sinica, 2024)

Distributed Process Monitoring for Multiagent Systems Through Cognitive Learning. - Hongtian Chen; Oguzhan Dogru; Santhosh Kumar Varanasi; Xunyuan Yin; Biao Huang 001 (IEEE Trans. Cogn. Dev. Syst., 2024)

A novel method of rolling bearings fault diagnosis based on singular spectrum decomposition and optimized stochastic configuration network. - Shenquan Wang; Ganggang Lian; Chao Cheng; Hongtian Chen (Neurocomputing, 2024)

A Novel CVAE-Based Sequential Monte Carlo Framework for Dynamic Soft Sensor Applications. - Wenxin Sun; Weili Xiong; Hongtian Chen; Ranjith Chiplunkar; Biao Huang 001 (IEEE Trans. Ind. Informatics, 2024)

Transfer Learning-Motivated Intelligent Fault Diagnosis Designs: A Survey, Insights, and Perspectives. - Hongtian Chen; Hao Luo 003; Biao Huang 001; Bin Jiang 001; Okyay Kaynak (IEEE Trans. Neural Networks Learn. Syst., 2024)

Large-Scale Data-Driven Optimization in Deep Modeling With an Intelligent Decision-Making Mechanism. - Dayu Tan; Yansen Su; Xin Peng 003; Hongtian Chen; Chunhou Zheng 001; Xingyi Zhang 001; Weimin Zhong (IEEE Trans. Cybern., 2024)

A Target Tracking Guidance for Unmanned Surface Vehicles in the Presence of Obstacles. - Bin Du; Wei Xie 009; Weidong Zhang 004; Hongtian Chen (IEEE Trans. Intell. Transp. Syst., 2024)

Explainable Intelligent Fault Diagnosis for Nonlinear Dynamic Systems: From Unsupervised to Supervised Learning. - Hongtian Chen; Zhigang Liu 001; Cesare Alippi; Biao Huang 001; Derong Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Guest Editorial: Special Issue on Explainable Representation Learning-Based Intelligent Inspection and Maintenance of Complex Systems. - Zhigang Liu 001; Cesare Alippi; Hongtian Chen; Derong Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Dynamic inner independent component analysis-based incipient fault detection for electric drive systems of high-speed trains. - Hongmei Wang; Jingkun Wang; Shuiqing Xu; Chao Cheng; Qiang Liu; Hongtian Chen (J. Control. Decis., 2024)

Asynchronous Deconvolution Filtering for 2-D Markov Jump Systems With Packet Loss Compensation. - Peng Cheng 010; Hongtian Chen; Shuping He; Weidong Zhang 004 (IEEE Trans Autom. Sci. Eng., 2024)

Comprehensive Diagnosis Strategy for Power Switch, Grid-Side Current Sensor, DC-Link Voltage Sensor Faults in Single-Phase Three-Level Rectifiers. - Shuiqing Xu; Xiaofan Xu; Haibo Du; Hai Wang 004; Yi Chai; Wei Xing Zheng 001; Hongtian Chen (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

A Physical-Feature Interactive Expansion-Based Fault Diagnosis Method With Applications to Marine Current Turbines. - Tao Xie 009; Weidong Zhang 004; Yufei Tang; Hongtian Chen (IEEE Trans. Ind. Electron., 2024)

Day-Ahead Probabilistic Load Forecasting: A Multi-Information Fusion and Noncrossing Quantiles Method. - Yu Huang 022; Haode Guo; Engang Tian; Hongtian Chen (IEEE Trans. Ind. Informatics, 2024)

Robust Distributed Cooperative Rendezvous Control for Heterogeneous Marine Vehicles Using Model Predictive Control. - Zehua Jia; Haibo Lu; Hongtian Chen; Weidong Zhang 004 (IEEE Trans. Veh. Technol., 2024)

Dynamic Output Feedback Fault-Tolerant Control for Switched Vehicle Active Suspension Delayed Systems. - Zhenhua Li; Hongtian Chen; Wentao Wu; Weidong Zhang 004 (IEEE Trans. Veh. Technol., 2024)

Fault Diagnosis for Multi-Phase Inverters: A Telescoping Modulus Approach With Convolutional Neural Networks. - Tao Xie 009; Zhihuan Hu; Weidong Zhang 004; Hongtian Chen (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

Terminal Line-of-Sight Angle-Constrained Target Tracking Guidance for Unmanned Surface Vehicles. - Bin Du; Kunde Yang; Weidong Zhang 004; Hongtian Chen (IEEE Trans. Veh. Technol., 2024)

Quality-Oriented Efficient Distributed Kernel-Based Monitoring Strategy for Nonlinear Plant-Wide Industrial Processes. - Hao Ma; Yan Wang 049; Hongtian Chen; Jie Yuan; Zhicheng Ji (IEEE Trans Autom. Sci. Eng., 2024)

Event-Based H∞ Tracking Control for the T-S Fuzzy-Based SP-IPT System With Coil Misalignment. - Shuangxin Zhu; Yu Huang 022; Engang Tian; Yuqiang Luo; Xiangpeng Xie 001; Hongtian Chen (IEEE Trans Autom. Sci. Eng., 2024)

Performance-Based Hierarchical Fault-Tolerant Control for Closed-Loop Systems With Multiplicative Faults: A Data-Driven Design Method. - Ruijie Liu; Engang Tian; Ying Yang 002; Hongtian Chen (IEEE Trans. Cybern., 2024)

Switched Command-Filtered-Based Adaptive Fuzzy Output-Feedback Funnel Control for Switched Nonlinear MIMO-Delayed Systems. - Zhenhua Li; Hongtian Chen; Hak-Keung Lam; Wentao Wu; Weidong Zhang 004 (IEEE Trans. Fuzzy Syst., 2024)

Fault Detection of Unmanned Surface Vehicles: The Fuzzy Multiprocessor Implementation. - Xiang Zhang; Shuping He; Zhihuan Hu; Ruonan Liu; Hongtian Chen; Weidong Zhang 004 (IEEE Trans. Fuzzy Syst., 2024)

A Latent Representation Generalizing Network for Domain Generalization in Cross-Scenario Monitoring. - Sudao He; Fuyang Chen; Hongtian Chen (IEEE Trans. Neural Networks Learn. Syst., 2024)

Saturation-Tolerant Tunnel Prescribed Control for Vessel-Train Formation of Underactuated MSVs. - Wentao Wu; Yibo Zhang 001; Wei-Dong Zhang 004; Ruihang Ji; Hongtian Chen (IEEE Trans. Veh. Technol., 2024)

A knowledge and data augmentation-based method for combustion state recognition in cogeneration systems. - Zhifei Sun; Defeng He; Xiuli Wang; Wei Zhu; Hongtian Chen; Kai Wang 024 (Expert Syst. Appl., 2025)

Threshold-optimized and features-fused semi-supervised domain adaptation method for rotating machinery fault diagnosis. - Shenquan Wang; Fangyuan Zhao; Chao Cheng; Hongtian Chen; Yulian Jiang (Neurocomputing, 2025)

Global Universal Finite-Time Stabilizing Control for Feedforward Nonlinear Systems With Non-Parametric Uncertainty: A Non-Nested Strategy. - Xin Dong 021; Xiang Zhang; Hongtian Chen; Zehua Jia; Chuanlin Zhang; Wei-Dong Zhang 004 (IEEE Trans Autom. Sci. Eng., 2025)

A Cooperative Heterogeneous System Design of Unmanned Aerial and Surface Vehicles. - Peng Han 007; Wei-Dong Zhang 004; Tao Xie 009; Simon X. Yang; Hongtian Chen (IEEE Trans. Instrum. Meas., 2025)

Test Optimization Selection for Fault Detection and Isolation Under Multivariable and Multifault Scenarios. - Xiuli Wang; Dongdong Xie 006; Defeng He; Yang Li 088; Hongtian Chen; Haowei Wang 003 (IEEE Trans. Instrum. Meas., 2025)

A Novel Channel Pruning Lightweight Pig Face Detection Method Based on Augment Group Diverse Attention Mechanism. - Shuiqing Xu; Wenhao Yi; Juan Shen; Songbing Tao; Hai Wang 004; Yi Chai; Hongtian Chen (IEEE Trans. Instrum. Meas., 2025)

Safe Adaptive Policy Transfer Reinforcement Learning for Distributed Multiagent Control. - Bin Du; Wei Xie 009; Yang Li 093; Qisong Yang; Weidong Zhang 004; Rudy R. Negenborn; Yusong Pang; Hongtian Chen (IEEE Trans. Neural Networks Learn. Syst., 2025)

Simultaneous Fault Diagnosis and Size Estimation Using Multitask Federated Incremental Learning. - Kai Zhong; Zhengping Ding; Haifeng Zhang 003; Hongtian Chen; Enrico Zio (IEEE Trans. Reliab., 2025)

A Segmented Iterative Learning Scheme-Based Distributed Fault Estimation for Switched Interconnected Nonlinear Systems. - Shuiqing Xu; Lejing Wang; Haosong Dai; Hai Wang 004; Hongtian Chen; Yi Chai; Wei Xing Zheng 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Visionary Policy Iteration for Continuous Control. - Botao Dong; Longyang Huang; Xiwen Ma; Hongtian Chen; Weidong Zhang 004 (IEEE Trans. Syst. Man Cybern. Syst., 2025)

A DRL-Based Adaptive Control Design for a Class of Nonlinear Systems With Mismatched Disturbances: From Algorithm to Application. - Xin Dong 021; Chuanlin Zhang; Hongtian Chen; Weidong Zhang 004 (IEEE Trans. Ind. Informatics, 2025)

Simultaneous Diagnosis of Open-Switch and Current Sensor Faults of Inverters in IM Drives Through Reduced-Order Interval Observer. - Shuiqing Xu; Hongyan Yu; Hai Wang 004; Hui Chai 005; Mingyao Ma; Hongtian Chen; Wei Xing Zheng 001 (IEEE Trans. Ind. Electron., 2025)

Event-Triggered Generalized State Observer-Based Finite-Time Fault-Tolerant Control of Underwater Vehicles With Input Saturation. - Nihad Ali; Zahoor Ahmed; Hongtian Chen; Weidong Zhang 004 (IEEE Trans. Syst. Man Cybern. Syst., 2025)

A Composite Observer-Based Optimal Attitude Tracking Control for FWEPAUV via Reinforcement Learning. - Ning Pang; Botao Dong; Longyang Huang; Zhihuan Hu; Hongtian Chen; Weidong Zhang 004 (IEEE Trans. Veh. Technol., 2025)

Explainable Fault Diagnosis Using Invertible Neural Networks - A Left Manifold-Based Solution. - Hongtian Chen; Wenxin Sun; Weidong Zhang 004; Bin Jiang 001; Steven X. Ding; Biao Huang 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Historical Decision-Making Regularized Maximum Entropy Reinforcement Learning. - Botao Dong; Longyang Huang; Ning Pang; Hongtian Chen; Weidong Zhang 004 (IEEE Trans. Neural Networks Learn. Syst., 2025)

An Improved Data-Driven Scheme of Robust Fault Detection for Traction Drive Systems. - Chao Cheng; Zhiwei Wan; Ting Xue; Yunfeng Peng; Tangwen Yin; Hongtian Chen (IEEE Trans. Syst. Man Cybern. Syst., 2025)

Multilevel Distributed Fuzzy Optimum Policy Iteration Pareto-Nash Equilibrium Seeking of Multiagent Multiobjective General Sum Games. - Xiwen Ma; Wei Xie 009; Botao Dong; Jingsong Yang; Hongtian Chen; Weidong Zhang 004 (IEEE Trans. Fuzzy Syst., 2025)

Adaptive Reconfigurable Fault-Tolerant Control of Multi-USVs With Actuator Magnitude and Rate Faults. - Chun Liu 006; Hongtian Chen; Bin Jiang 001; Youmin Zhang 001; Shaorong Xie (IEEE Trans. Ind. Electron., 2025)