Hongtian Chen

127 papers C 5Journal 119Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Conditional Invertible Neural Network-Based Fault Detection.
IEEE Trans. Control. Syst. Technol.
Wenxin Sun, Xudong Shi, Sudao He, Weili Xiong, Hongtian Chen, Biao Huang
2026 J jnl
A Nonsmooth Dynamic Output Feedback Strategy for Nonlinear Systems With Nonparametric Uncertainties: Application to Robot Manipulators.
IEEE Trans. Ind. Electron.
Xin Dong, Tao Xie, Wentao Wu, Hongtian Chen, Chuanlin Zhang, Weidong Zhang
2026 J jnl
A Novel Likelihood Gradient-Based Incipient Fault Detection Approach for Avionics Systems.
IEEE Trans Autom. Sci. Eng.
Wenxin Sun, Zhongmei Li, Bing Wang, Jialiang Wang, Hongtian Chen, Bin Jiang
2026 J jnl
A conditional invertible neural network-based particle filter.
Autom.
Wenxin Sun, Weili Xiong, Biao Huang, Hongtian Chen
2026 J jnl
Continuous Causal Learning of Multimode Industrial Processes for Comprehensive Root Cause Analysis.
IEEE Internet Things J.
Kai Zhong, Yingcheng Xu, Xiaoming Zhang, Hongtian Chen, Enrico Zio
2026 J jnl
Covert Attack Detection and Reliability Analysis of PWR Pressurizer Pressure Control System Based on Q-Chaos TH/FH Signals.
IEEE Trans. Ind. Electron.
Yu Huang, Boyang Ma, Hongtian Chen, Engang Tian
2026 J jnl
Horizon-Greedy Q-Ensembles Regularized Decision Transformer: An Offline Reinforcement Learning Approach for Robotic Tasks.
IEEE Trans. Ind. Informatics
Botao Dong, Xin Dong, Xi Chen, Mingxuan Wang, Hongtian Chen
2026 J jnl
Sarsa-Augmented Off-Policy Reinforcement Learning.
IEEE Trans. Cogn. Dev. Syst.
Ning Pang, Longyang Huang, Botao Dong, Hongtian Chen, Xin Wang, Weidong Zhang
2026 J jnl
Whole Process Covert Attacks for Lithium-Ion Batteries in Battery Energy Storage Systems.
IEEE Trans. Ind. Electron.
Yu Huang, Xi Sun, Tongkai Hao, Bin Lu, Hongtian Chen
2025 J jnl
A Composite Observer-Based Optimal Attitude Tracking Control for FWEPAUV via Reinforcement Learning.
IEEE Trans. Veh. Technol.
Ning Pang, Botao Dong, Longyang Huang, Zhihuan Hu, Hongtian Chen, Weidong Zhang
2025 J jnl
A Cooperative Heterogeneous System Design of Unmanned Aerial and Surface Vehicles.
IEEE Trans. Instrum. Meas.
Peng Han, Wei-Dong Zhang, Tao Xie, Simon X. Yang, Hongtian Chen
2025 J jnl
A DRL-Based Adaptive Control Design for a Class of Nonlinear Systems With Mismatched Disturbances: From Algorithm to Application.
IEEE Trans. Ind. Informatics
Xin Dong, Chuanlin Zhang, Hongtian Chen, Weidong Zhang
2025 J jnl
A Novel Channel Pruning Lightweight Pig Face Detection Method Based on Augment Group Diverse Attention Mechanism.
IEEE Trans. Instrum. Meas.
Shuiqing Xu, Wenhao Yi, Juan Shen, Songbing Tao, Hai Wang, Yi Chai, Hongtian Chen
2025 J jnl
A Segmented Iterative Learning Scheme-Based Distributed Fault Estimation for Switched Interconnected Nonlinear Systems.
IEEE Trans. Neural Networks Learn. Syst.
Shuiqing Xu, Lejing Wang, Haosong Dai, Hai Wang, Hongtian Chen, Yi Chai, Wei Xing Zheng
2025 J jnl
A knowledge and data augmentation-based method for combustion state recognition in cogeneration systems.
Expert Syst. Appl.
Zhifei Sun, Defeng He, Xiuli Wang, Wei Zhu, Hongtian Chen, Kai Wang
2025 J jnl
Adaptive Reconfigurable Fault-Tolerant Control of Multi-USVs With Actuator Magnitude and Rate Faults.
IEEE Trans. Ind. Electron.
Chun Liu, Hongtian Chen, Bin Jiang, Youmin Zhang, Shaorong Xie
2025 J jnl
An Improved Data-Driven Scheme of Robust Fault Detection for Traction Drive Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Chao Cheng, Zhiwei Wan, Ting Xue, Yunfeng Peng, Tangwen Yin, Hongtian Chen
2025 C conf
An Integrated Approach for Path Planning and Trajectory Tracking of Unmanned Surface Vehicles Based on Reinforcement Learning and Backstepping.
INDIN
Aoshuang Mei, Peng Han, Bofeng Su, Kuan Li, Yihuan Jin, Hongtian Chen
2025 J jnl
Constant Voltage Regulation of Delayed Inductive Power Transfer Systems: A Data-Driven Approach.
IEEE Trans. Circuits Syst. I Regul. Pap.
Jiancun Wu, Donghui Xu, Engang Tian, Hongtian Chen
2025 J jnl
Diagnosis of Open-Switch Faults in Grid-Tied Three-Level NPC Inverters With Parameter Uncertainty Using Variable Forgetting Factor Bias-Compensation Recursive Least Squares.
IEEE Trans. Circuits Syst. I Regul. Pap.
Shuiqing Xu, Hongyan Yu, Haibo Du, Yi Chai, Hongtian Chen, Yinglong He, Wei Xing Zheng
2025 J jnl
Event-Triggered Generalized State Observer-Based Finite-Time Fault-Tolerant Control of Underwater Vehicles With Input Saturation.
IEEE Trans. Syst. Man Cybern. Syst.
Nihad Ali, Zahoor Ahmed, Hongtian Chen, Weidong Zhang
2025 J jnl
Explainable Fault Diagnosis Using Invertible Neural Networks - A Left Manifold-Based Solution.
IEEE Trans. Neural Networks Learn. Syst.
Hongtian Chen, Wenxin Sun, Weidong Zhang, Bin Jiang, Steven X. Ding, Biao Huang
2025 J jnl
Fault Estimation for Nonlinear Distributed Parameter Systems With External Disturbances Based on Full Iterative Learning.
IEEE Trans. Cybern.
Shuiqing Xu, Li Feng, Lejing Wang, Haosong Dai, Hai Wang, Yi Chai, Zhihong Man, Weixing Zheng, Hongtian Chen
2025 J jnl
Finite-Iteration Constrained Robust Adaptive Iterative Learning Control for High-Speed Train With Overspeed Protection and Tailgating Protection Under Disturbances.
IEEE Trans. Veh. Technol.
Qiongxia Yu, Jiaqi Li, Yiteng Hou, Hongtian Chen, Zhongsheng Hou
2025 J jnl
Generation of Uncorrelated Residual Variables for Chemical Process Fault Diagnosis via Transfer Learning-Based Input-Output Decoupled Networks.
IEEE Trans. Instrum. Meas.
Zhuofu Pan, Qingkai Sui, Yalin Wang, Jiang Luo, Jie Chen, Hongtian Chen
2025 J jnl
Global Universal Finite-Time Stabilizing Control for Feedforward Nonlinear Systems With Non-Parametric Uncertainty: A Non-Nested Strategy.
IEEE Trans Autom. Sci. Eng.
Xin Dong, Xiang Zhang, Hongtian Chen, Zehua Jia, Chuanlin Zhang, Wei-Dong Zhang
2025 J jnl
Hierarchical Reinforcement Learning-Based Distributed Fault-Tolerant Control for 2-D Plane Vehicular Platoon Systems.
IEEE Trans. Veh. Technol.
Guanbo Jing, Chun Liu, Jianglin Lan, Hongtian Chen
2025 J jnl
Historical Decision-Making Regularized Maximum Entropy Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst.
Botao Dong, Longyang Huang, Ning Pang, Hongtian Chen, Weidong Zhang
2025 J jnl
Multilevel Distributed Fuzzy Optimum Policy Iteration Pareto-Nash Equilibrium Seeking of Multiagent Multiobjective General Sum Games.
IEEE Trans. Fuzzy Syst.
Xiwen Ma, Wei Xie, Botao Dong, JingSong Yang, Hongtian Chen, Weidong Zhang
2025 J jnl
Safe Adaptive Policy Transfer Reinforcement Learning for Distributed Multiagent Control.
IEEE Trans. Neural Networks Learn. Syst.
Bin Du, Wei Xie, Yang Li, Qisong Yang, Weidong Zhang, Rudy R. Negenborn, Yusong Pang, Hongtian Chen
2025 J jnl
Simultaneous Diagnosis of Open-Switch and Current Sensor Faults of Inverters in IM Drives Through Reduced-Order Interval Observer.
IEEE Trans. Ind. Electron.
Shuiqing Xu, Hongyan Yu, Hai Wang, Hui Chai, Mingyao Ma, Hongtian Chen, Wei Xing Zheng
2025 J jnl
Simultaneous Fault Diagnosis and Size Estimation Using Multitask Federated Incremental Learning.
IEEE Trans. Reliab.
Kai Zhong, Zhengping Ding, Haifeng Zhang, Hongtian Chen, Enrico Zio
2025 J jnl
Test Optimization Selection for Fault Detection and Isolation Under Multivariable and Multifault Scenarios.
IEEE Trans. Instrum. Meas.
Xiuli Wang, Dongdong Xie, Defeng He, Yang Li, Hongtian Chen, Haowei Wang
2025 J jnl
Threshold-optimized and features-fused semi-supervised domain adaptation method for rotating machinery fault diagnosis.
Neurocomputing
Shenquan Wang, Fangyuan Zhao, Chao Cheng, Hongtian Chen, Yulian Jiang
2025 J jnl
Visionary Policy Iteration for Continuous Control.
IEEE Trans. Syst. Man Cybern. Syst.
Botao Dong, Longyang Huang, Xiwen Ma, Hongtian Chen, Weidong Zhang
2024 J jnl
A Laplace operator-based active contour model with improved image edge detection performance.
Digit. Signal Process.
Ping Ma, Hao Yuan, Yiyang Chen, Hongtian Chen, Guirong Weng, Yuan Liu
2024 J jnl
A Latent Representation Generalizing Network for Domain Generalization in Cross-Scenario Monitoring.
IEEE Trans. Neural Networks Learn. Syst.
Sudao He, Fuyang Chen, Hongtian Chen
2024 J jnl
A Lightweight Pig Face Recognition Method Based on Efficient Mobile Network and Horizontal Vertical Attention Mechanism.
IEEE Trans. Instrum. Meas.
Shuiqing Xu, Hao-Dong Zheng, Songbing Tao, Yi Chai, Qihang He, Hongtian Chen
2024 J jnl
A Novel CVAE-Based Sequential Monte Carlo Framework for Dynamic Soft Sensor Applications.
IEEE Trans. Ind. Informatics
Wenxin Sun, Weili Xiong, Hongtian Chen, Ranjith Chiplunkar, Biao Huang
2024 J jnl
A Physical-Feature Interactive Expansion-Based Fault Diagnosis Method With Applications to Marine Current Turbines.
IEEE Trans. Ind. Electron.
Tao Xie, Weidong Zhang, Yufei Tang, Hongtian Chen
2024 J jnl
A Physics-Guided Wavelet Feature Extraction Method for Fault Diagnosis of Thruster Blades.
IEEE Trans. Instrum. Meas.
Tao Xie, Zhihuan Hu, Wei-Dong Zhang, Zhongmei Li, Hongtian Chen
2024 J jnl
A Simultaneous Diagnosis Approach for Power Switch, Grid-Side Current Sensor, and DC-Link Voltage Sensor Faults in Single-Phase Three-Level Rectifiers.
IEEE Trans. Instrum. Meas.
Shuiqing Xu, Xiaofan Xu, Jian Wang, Hai Wang, Yi Chai, Hongtian Chen, Mahesh Krishnamurthy
2024 J jnl
A Target Tracking Guidance for Unmanned Surface Vehicles in the Presence of Obstacles.
IEEE Trans. Intell. Transp. Syst.
Bin Du, Wei Xie, Weidong Zhang, Hongtian Chen
2024 J jnl
A Two-Stage Fault Diagnosis Method With Rough and Fine Classifiers for Phased Array Radar Transceivers.
IEEE Trans. Instrum. Meas.
Chuang Chen, Jiantao Shi, Lihang Feng, Hui Yi, Cunsong Wang, Hongtian Chen
2024 J jnl
A level set approach using adaptive local pre-fitting energy for image segmentation with intensity non-uniformity.
J. Intell. Fuzzy Syst.
Pengqiang Ge, Yiyang Chen, Guina Wang, Guirong Weng, Hongtian Chen
2024 J jnl
A novel method of rolling bearings fault diagnosis based on singular spectrum decomposition and optimized stochastic configuration network.
Neurocomputing
Shenquan Wang, Ganggang Lian, Chao Cheng, Hongtian Chen
2024 J jnl
Accelerated degradation testing for lifetime analysis considering random effects and the influence of stress and measurement errors.
Reliab. Eng. Syst. Saf.
Yang Li, Haifeng Gao, Hongtian Chen, Chun Liu, Zhe Yang, Enrico Zio
2024 J jnl
Asynchronous Deconvolution Filtering for 2-D Markov Jump Systems With Packet Loss Compensation.
IEEE Trans Autom. Sci. Eng.
Peng Cheng, Hongtian Chen, Shuping He, Weidong Zhang
2024 J jnl
Comprehensive Diagnosis Strategy for Power Switch, Grid-Side Current Sensor, DC-Link Voltage Sensor Faults in Single-Phase Three-Level Rectifiers.
IEEE Trans. Circuits Syst. I Regul. Pap.
Shuiqing Xu, Xiaofan Xu, Haibo Du, Hai Wang, Yi Chai, Wei Xing Zheng, Hongtian Chen
2024 J jnl
Counterfactual Covariate Causal Discovery on Nonlinear Extremal Quantiles.
IEEE Trans. Instrum. Meas.
Tangwen Yin, Hongtian Chen, Dan Huang, Hesheng Wang
2024 J jnl
Day-Ahead Probabilistic Load Forecasting: A Multi-Information Fusion and Noncrossing Quantiles Method.
IEEE Trans. Ind. Informatics
Yu Huang, Haode Guo, Engang Tian, Hongtian Chen
2024 J jnl
Distributed Process Monitoring for Multiagent Systems Through Cognitive Learning.
IEEE Trans. Cogn. Dev. Syst.
Hongtian Chen, Oguzhan Dogru, Santhosh Kumar Varanasi, Xunyuan Yin, Biao Huang
2024 J jnl
Dynamic Output Feedback Fault-Tolerant Control for Switched Vehicle Active Suspension Delayed Systems.
IEEE Trans. Veh. Technol.
Zhenhua Li, Hongtian Chen, Wentao Wu, Weidong Zhang
2024 J jnl
Dynamic inner independent component analysis-based incipient fault detection for electric drive systems of high-speed trains.
J. Control. Decis.
Hongmei Wang, Jingkun Wang, Shuiqing Xu, Chao Cheng, Qiang Liu, Hongtian Chen
2024 J jnl
Event-Based H
IEEE Trans Autom. Sci. Eng.
Shuangxin Zhu, Yu Huang, Engang Tian, Yuqiang Luo, Xiangpeng Xie, Hongtian Chen
2024 J jnl
Explainable Intelligent Fault Diagnosis for Nonlinear Dynamic Systems: From Unsupervised to Supervised Learning.
IEEE Trans. Neural Networks Learn. Syst.
Hongtian Chen, Zhigang Liu, Cesare Alippi, Biao Huang, Derong Liu
2024 J jnl
Fault Detection of Unmanned Surface Vehicles: The Fuzzy Multiprocessor Implementation.
IEEE Trans. Fuzzy Syst.
Xiang Zhang, Shuping He, Zhihuan Hu, Ruonan Liu, Hongtian Chen, Weidong Zhang
2024 J jnl
Fault Diagnosis for Multi-Phase Inverters: A Telescoping Modulus Approach With Convolutional Neural Networks.
IEEE Trans. Circuits Syst. II Express Briefs
Tao Xie, Zhihuan Hu, Weidong Zhang, Hongtian Chen
2024 J jnl
Generation of Uncorrelated Residual Variables for Chemical Process Fault Diagnosis via Transfer Learning-based Input-Output Decoupled Network.
CoRR
Zhuofu Pan, Qingkai Sui, Yalin Wang, Jiang Luo, Jie Chen, Hongtian Chen
2024 J jnl
Guest Editorial: Special Issue on Explainable Representation Learning-Based Intelligent Inspection and Maintenance of Complex Systems.
IEEE Trans. Neural Networks Learn. Syst.
Zhigang Liu, Cesare Alippi, Hongtian Chen, Derong Liu
2024 J jnl
Important-data-based attack design and resilient remote estimation for recurrent neural networks.
Inf. Sci.
Xia Zhao, Xun Wang, Jiancun Wu, Hongtian Chen, Engang Tian
2024 J jnl
Large-Scale Data-Driven Optimization in Deep Modeling With an Intelligent Decision-Making Mechanism.
IEEE Trans. Cybern.
Dayu Tan, Yansen Su, Xin Peng, Hongtian Chen, Chunhou Zheng, Xingyi Zhang, Weimin Zhong
2024 J jnl
MotionGS : Compact Gaussian Splatting SLAM by Motion Filter.
CoRR
Xinli Guo, Weidong Zhang, Ruonan Liu, Peng Han, Hongtian Chen
2024 J jnl
Performance-Based Hierarchical Fault-Tolerant Control for Closed-Loop Systems With Multiplicative Faults: A Data-Driven Design Method.
IEEE Trans. Cybern.
Ruijie Liu, Engang Tian, Ying Yang, Hongtian Chen
2024 J jnl
Quality-Oriented Efficient Distributed Kernel-Based Monitoring Strategy for Nonlinear Plant-Wide Industrial Processes.
IEEE Trans Autom. Sci. Eng.
Hao Ma, Yan Wang, Hongtian Chen, Jie Yuan, Zhicheng Ji
2024 J jnl
Reinforcement Learning in Process Industries: Review and Perspective.
IEEE CAA J. Autom. Sinica
Oguzhan Dogru, Junyao Xie, Om Prakash, Ranjith Chiplunkar, Jansen Fajar Soesanto, Hongtian Chen, Kirubakaran Velswamy, Fadi Ibrahim, Biao Huang
2024 J jnl
Robust Distributed Cooperative Rendezvous Control for Heterogeneous Marine Vehicles Using Model Predictive Control.
IEEE Trans. Veh. Technol.
Zehua Jia, Haibo Lu, Hongtian Chen, Weidong Zhang
2024 J jnl
Saturation-Tolerant Tunnel Prescribed Control for Vessel-Train Formation of Underactuated MSVs.
IEEE Trans. Veh. Technol.
Wentao Wu, Yibo Zhang, Wei-Dong Zhang, Ruihang Ji, Hongtian Chen
2024 J jnl
Switched Command-Filtered-Based Adaptive Fuzzy Output-Feedback Funnel Control for Switched Nonlinear MIMO-Delayed Systems.
IEEE Trans. Fuzzy Syst.
Zhenhua Li, Hongtian Chen, Hak-Keung Lam, Wentao Wu, Weidong Zhang
2024 J jnl
Terminal Line-of-Sight Angle-Constrained Target Tracking Guidance for Unmanned Surface Vehicles.
IEEE Trans. Veh. Technol.
Bin Du, Kunde Yang, Weidong Zhang, Hongtian Chen
2024 J jnl
Transfer Learning-Motivated Intelligent Fault Diagnosis Designs: A Survey, Insights, and Perspectives.
IEEE Trans. Neural Networks Learn. Syst.
Hongtian Chen, Hao Luo, Biao Huang, Bin Jiang, Okyay Kaynak
2023 C conf
A Detection Approach for Wafer Detect in Industrial Manufacturing based on YOLOv8.
SAFEPROCESS
Qian Tao, Yiyang Chen, Hongtian Chen
2023 J jnl
A General Degradation Process of Useful Life Analysis Under Unreliable Signals for Accelerated Degradation Testing.
IEEE Trans. Ind. Informatics
Yang Li, Shuiqing Xu, Hongtian Chen, Li Jia, Kun Ma
2023 J jnl
A Hierarchical Soft-Sensor Using Spatiotemporal Information Transformation and ARMA With Application in Wastewater Treatment.
IEEE Trans. Instrum. Meas.
Gang Fang, Yiqi Liu, Baoping Cai, Hongtian Chen, Daoping Huang
2023 J jnl
A Hybrid Design of Fault Detection for Nonlinear Systems Based on Dynamic Optimization.
IEEE Trans. Neural Networks Learn. Syst.
Guangtao Ran, Hongtian Chen, Chuanjiang Li, Guangfu Ma, Bin Jiang
2023 J jnl
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.
IEEE Trans. Instrum. Meas.
Shuiqing Xu, Xinyang Chen, Feng Liu, Hai Wang, Yi Chai, Wei Xing Zheng, Hongtian Chen
2023 J jnl
A just-in-time manifold-based fault detection method for electrical drive systems of high-speed trains.
Simul. Model. Pract. Theory
Chao Cheng, Xiuyuan Sun, Yang Song, Yiqi Liu, Chun Liu, Hongtian Chen
2023 C conf
An Accelerated Iterative Learning Algorithm Based on Feedback Terms for Fault Estimation of Nonlinear Parabolic Distributed Parameter Systems.
SAFEPROCESS
Shuiqing Xu, Lejing Wang, Hongtian Chen, Donglian Qi, Yunfeng Yan, Qi Li
2023 J jnl
An Active Contour Model Based on Local Pre-Piecewise Fitting Bias Corrections for Fast and Accurate Segmentation.
IEEE Trans. Instrum. Meas.
Guina Wang, Fuzheng Zhang, Yiyang Chen, Guirong Weng, Hongtian Chen
2023 C conf
Artificial Intelligence-based Fault Detection and Diagnosis: Towards Application in a Chemical Process.
SAFEPROCESS
Yiqi Liu, Zhi Li, Hongtian Chen
2023 J jnl
ConvLSTM and Self-Attention Aided Canonical Correlation Analysis for Multioutput Soft Sensor Modeling.
IEEE Trans. Instrum. Meas.
Xiuli Zhu, Seshu Kumar Damarla, Kuangrong Hao, Biao Huang, Hongtian Chen, Yicun Hua
2023 — conf
Data-Driven Robust Designs of Performance Prediction and Its Application in High-speed Trains.
ICARM
Hongtian Chen, Weijun Wang, Dongsheng Guo, Shuiqing Xu, Chao Cheng
2023 J jnl
Data-driven designs of observers and controllers via solving model matching problems.
Autom.
Hongtian Chen, Hao Luo, Biao Huang, Bin Jiang, Okyay Kaynak
2023 J jnl
Data-driven fault detection for Lipschitz nonlinear systems: From open to closed-loop systems.
Autom.
Hongtian Chen, Zhongyan Liu, Biao Huang
2023 J jnl
Digital twins-based process monitoring for wastewater treatment processes.
Reliab. Eng. Syst. Saf.
Wentao Liu, Sudao He, Jianpeng Mou, Ting Xue, Hongtian Chen, Weili Xiong
2023 J jnl
Fault Detection for Nonlinear Dynamic Systems With Consideration of Modeling Errors: A Data-Driven Approach.
IEEE Trans. Cybern.
Hongtian Chen, Linlin Li, Chao Shang, Biao Huang
2023 — conf
Fault Diagnosis of Electric Drive Systems Based on Dynamic Independent Component Analysis and A Hidden Markov Model.
ICARM
Jingkun Wang, Hongmei Wang, Chao Cheng, Hongtian Chen
2023 J jnl
Fault Estimation for Switched Interconnected Nonlinear Systems With External Disturbances via Variable Weighted Iterative Learning.
IEEE Trans. Circuits Syst. II Express Briefs
Shuiqing Xu, Haosong Dai, Li Feng, Hongtian Chen, Yi Chai, Wei Xing Zheng
2023 C conf
Fault detection for 2-D hidden Markov jump systems: The Roesser model case.
SAFEPROCESS
Peng Cheng, Hongtian Chen, Bowen Yi, Weidong Zhang
2023 J jnl
Fault-Tolerant Soft Sensors for Dynamic Systems.
IEEE Trans. Control. Syst. Technol.
Hongtian Chen, Biao Huang
2023 J jnl
Finite-Time Synchronization of Complex Networks with Intermittent Couplings and Neutral-Type Delays.
IEEE CAA J. Autom. Sinica
Engang Tian, Yi Zou, Hongtian Chen
2023 J jnl
Finite-time filtering for fuzzy nonlinear semi-Markov jump systems with deception attacks and aperiodical transmission.
J. Frankl. Inst.
Guangtao Ran, Jian Liu, Chuanjiang Li, Hongtian Chen, Chunsong Han
2023 J jnl
Guest Editorial: Special Issue on Artificial Intelligence Methods for Maintenance and Safety of Automation Systems.
IEEE Trans. Artif. Intell.
Hongtian Chen, Hao Luo, Nishchal Verma, Bin Jiang
2023 J jnl
Imputation of Missing Values in Time Series Using an Adaptive-Learned Median-Filled Deep Autoencoder.
IEEE Trans. Cybern.
Zhuofu Pan, Yalin Wang, Kai Wang, Hongtian Chen, Chunhua Yang, Weihua Gui
2023 J jnl
Local Linear Generalized Autoencoder-Based Incipient Fault Detection for Electrical Drive Systems of High-Speed Trains.
IEEE Trans. Intell. Transp. Syst.
Chao Cheng, Yunfei Ju, Shuiqing Xu, Yisheng Lv, Hongtian Chen
2023 J jnl
Online Fault Diagnosis and Tolerance Based on Multiexpert Joint Belief Rule Base for Sensor Failures of Vehicles.
IEEE Trans. Instrum. Meas.
Zhichao Feng, Ruohan Yang, Zhi-Jie Zhou, Hongtian Chen, Changhua Hu
2023 J jnl
Overview of fault prognosis for traction systems in high-speed trains: A deep learning perspective.
Eng. Appl. Artif. Intell.
Kai Zhong, Jiayi Wang, Shuiqing Xu, Chao Cheng, Hongtian Chen
2023 J jnl
Pig Face Recognition Based on Trapezoid Normalized Pixel Difference Feature and Trimmed Mean Attention Mechanism.
IEEE Trans. Instrum. Meas.
Shuiqing Xu, Qihang He, Songbing Tao, Hongtian Chen, Yi Chai, Wei-Xing Zheng
2023 J jnl
Short-Term PV Power Forecasting Based on CEEMDAN and Ensemble DeepTCN.
IEEE Trans. Instrum. Meas.
Yu Huang, Anjie Wang, Jianfang Jiao, Jiale Xie, Hongtian Chen
2022 J jnl
A Deep Probabilistic Transfer Learning Framework for Soft Sensor Modeling With Missing Data.
IEEE Trans. Neural Networks Learn. Syst.
Zheng Chai, Chunhui Zhao, Biao Huang, Hongtian Chen
2022 J jnl
A Single-Side Neural Network-Aided Canonical Correlation Analysis With Applications to Fault Diagnosis.
IEEE Trans. Cybern.
Hongtian Chen, Zhiwen Chen, Zheng Chai, Bin Jiang, Biao Huang
2022 J jnl
A Unified BRB-Based Framework for Real-Time Health Status Prediction in High-Speed Trains.
IEEE Trans. Veh. Technol.
Chao Cheng, Yuhong Guo, Jiuhe Wang, Hongtian Chen, Junjie Shao
2022 J jnl
An SFA-HMM Performance Evaluation Method Using State Difference Optimization for Running Gear Systems in High-Speed Trains.
Int. J. Appl. Math. Comput. Sci.
Chao Cheng, Meng Wang, Jiuhe Wang, Junjie Shao, Hongtian Chen
2022 J jnl
Data-Driven Designs of Fault Detection Systems via Neural Network-Aided Learning.
IEEE Trans. Neural Networks Learn. Syst.
Hongtian Chen, Zheng Chai, Oguzhan Dogru, Bin Jiang, Biao Huang
2022 J jnl
Data-Driven Fault Diagnosis for Traction Systems in High-Speed Trains: A Survey, Challenges, and Perspectives.
IEEE Trans. Intell. Transp. Syst.
Hongtian Chen, Bin Jiang, Steven X. Ding, Biao Huang
2022 J jnl
Data-Driven Optimal Test Selection Design for Fault Detection and Isolation Based on CCVKL Method and PSO.
IEEE Trans. Instrum. Meas.
Yang Li, Hongtian Chen, Ningyun Lu, Bin Jiang, Enrico Zio
2022 J jnl
Fuzzy-Model-Based Asynchronous Fault Detection for Markov Jump Systems With Partially Unknown Transition Probabilities: An Adaptive Event-Triggered Approach.
IEEE Trans. Fuzzy Syst.
Guangtao Ran, Jian Liu, Chuanjiang Li, Hak-Keung Lam, Dongyu Li, Hongtian Chen
2022 J jnl
Online Monitoring for Non-Stationary Operation via a Collaborative Neural Network.
IEEE Trans. Instrum. Meas.
Sudao He, Fuyang Chen, Ning Xu, Hongtian Chen
2022 J jnl
Slow Manifold Analysis-Based Detection of Hot Spots in Photovoltaic Systems.
IEEE Trans. Instrum. Meas.
Chao Cheng, Ming Liu, Hui Yi, Guangtao Ran, Hongtian Chen
2021 J jnl
A Broad Learning Aided Data-Driven Framework of Fast Fault Diagnosis for High-Speed Trains.
IEEE Intell. Transp. Syst. Mag.
Hongtian Chen, Bin Jiang, Steven X. Ding
2021 J jnl
A Review of Intelligent Fault Diagnosis for High-Speed Trains: Qualitative Approaches.
Entropy
Chao Cheng, Jiuhe Wang, Hongtian Chen, Zhiwen Chen, Hao Luo, Pu Xie
2021 J jnl
A Tutorial on Hardware-Implemented Fault Injection and Online Fault Diagnosis for High-Speed Trains.
Sensors
Xiaoyue Yang, Xinyu Qiao, Chao Cheng, Kai Zhong, Hongtian Chen
2021 J jnl
Data-Driven Fault Detection for Dynamic Systems With Performance Degradation: A Unified Transfer Learning Framework.
IEEE Trans. Instrum. Meas.
Hongtian Chen, Zheng Chai, Bin Jiang, Biao Huang
2021 — conf
Fault Prediction Using LSTM for Running Gears of High-speed Trains.
CAA SAFEPROCESS
Xiuyuan Sun, Chao Cheng, Hongtian Chen
2021 J jnl
Health Status Assessment for LCESs Based on Multidiscounted Belief Rule Base.
IEEE Trans. Instrum. Meas.
Chao Cheng, Jiuhe Wang, Hongtian Chen, Zhijie Zhou, Wanxiu Teng, Bangcheng Zhang
2021 J jnl
Multiblock Dynamic Slow Feature Analysis-Based System Monitoring for Electrical Drives of High-Speed Trains.
IEEE Trans. Instrum. Meas.
Chao Cheng, Xinyu Qiao, Bangcheng Zhang, Hao Luo, Yang Zhou, Hongtian Chen
2020 J jnl
A Review of Fault Detection and Diagnosis for the Traction System in High-Speed Trains.
IEEE Trans. Intell. Transp. Syst.
Hongtian Chen, Bin Jiang
2020 J jnl
Data-driven and deep learning-based detection and diagnosis of incipient faults with application to electrical traction systems.
Neurocomputing
Hongtian Chen, Bin Jiang, Tianyi Zhang, Ningyun Lu
2020 J jnl
Edge Computing-Aided Framework of Fault Detection for Traction Control Systems in High-Speed Trains.
IEEE Trans. Veh. Technol.
Hongtian Chen, Bin Jiang, Wen Chen, Ziheng Li
2020 J jnl
The Imaging Performances of Contrast-Enhanced Ultrasound, Computed Tomography, and Magnetic Resonance Imaging for Extrahepatic Cholangiocarcinoma.
J. Medical Imaging Health Informatics
Zhong Xin, Xiangdang Long, Hongtian Chen, Yongjun Hu
2019 J jnl
A Newly Robust Fault Detection and Diagnosis Method for High-Speed Trains.
IEEE Trans. Intell. Transp. Syst.
Hongtian Chen, Bin Jiang, Ningyun Lu
2019 J jnl
Data-Driven Detection of Hot Spots in Photovoltaic Energy Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Hongtian Chen, Hui Yi, Bin Jiang, Kai Zhang, Zhiwen Chen
2019 J jnl
Data-driven Detection and Diagnosis of Incipient Faults in Electrical Drives of High-Speed Trains.
IEEE Trans. Ind. Electron.
Hongtian Chen, Bin Jiang, Wen Chen, Hui Yi
2019 J jnl
Probability-Relevant Incipient Fault Detection and Diagnosis Methodology With Applications to Electric Drive Systems.
IEEE Trans. Control. Syst. Technol.
Hongtian Chen, Bin Jiang, Steven X. Ding, Ningyun Lu, Wen Chen
2019 J jnl
Sensors Information Fusion System with Fault Detection Based on Multi-Manifold Regularization Neighborhood Preserving Embedding.
Sensors
Jianping Wu, Bin Jiang, Hongtian Chen, Jianwei Liu
2018 J jnl
Deep PCA Based Real-Time Incipient Fault Detection and Diagnosis Methodology for Electrical Drive in High-Speed Trains.
IEEE Trans. Veh. Technol.
Hongtian Chen, Bin Jiang, Ningyun Lu, Zehui Mao
2018 J jnl
Real-time incipient fault detection for electrical traction systems of CRH2.
Neurocomputing
Hongtian Chen, Bin Jiang, Ningyun Lu, Wen Chen