Hongtian Chen

According to our database, Hongtian Chen authored at least 93 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

A Cooperative Heterogeneous System Design of Unmanned Aerial and Surface Vehicles.

Peng Han, Wei-Dong Zhang, Tao Xie, Simon X. Yang, Hongtian Chen

IEEE Trans. Instrum. Meas., 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

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., November, 2024

Fault Detection of Unmanned Surface Vehicles: The Fuzzy Multiprocessor Implementation.

Xiang Zhang, Shuping He, Zhihuan Hu, Ruonan Liu, Hongtian Chen, Weidong Zhang

IEEE Trans. Fuzzy Syst., November, 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

IEEE Trans. Fuzzy Syst., November, 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, Hongtian Chen

IEEE Trans. Cybern., November, 2024

Event-Based H_∞ Tracking Control for the T-S Fuzzy-Based SP-IPT System With Coil Misalignment.

Shuangxin Zhu, Yu Huang, Engang Tian, Yuqiang Luo, Xiangpeng Xie, Hongtian Chen

IEEE Trans Autom. Sci. Eng., October, 2024

Quality-Oriented Efficient Distributed Kernel-Based Monitoring Strategy for Nonlinear Plant-Wide Industrial Processes.

Hao Ma, Yan Wang, Hongtian Chen, Jie Yuan, Zhicheng Ji

IEEE Trans Autom. Sci. Eng., October, 2024

Terminal Line-of-Sight Angle-Constrained Target Tracking Guidance for Unmanned Surface Vehicles.

Bin Du, Kunde Yang, Weidong Zhang, Hongtian Chen

IEEE Trans. Veh. Technol., September, 2024

Fault Diagnosis for Multi-Phase Inverters: A Telescoping Modulus Approach With Convolutional Neural Networks.

Tao Xie, Zhihuan Hu, Weidong Zhang, Hongtian Chen

IEEE Trans. Circuits Syst. II Express Briefs, September, 2024

Dynamic Output Feedback Fault-Tolerant Control for Switched Vehicle Active Suspension Delayed Systems.

Zhenhua Li, Hongtian Chen, Wentao Wu, Weidong Zhang

IEEE Trans. Veh. Technol., August, 2024

Robust Distributed Cooperative Rendezvous Control for Heterogeneous Marine Vehicles Using Model Predictive Control.

Zehua Jia, Haibo Lu, Hongtian Chen, Weidong Zhang

IEEE Trans. Veh. Technol., August, 2024

Day-Ahead Probabilistic Load Forecasting: A Multi-Information Fusion and Noncrossing Quantiles Method.

Yu Huang, Haode Guo, Engang Tian, Hongtian Chen

IEEE Trans. Ind. Informatics, August, 2024

A Physical-Feature Interactive Expansion-Based Fault Diagnosis Method With Applications to Marine Current Turbines.

Tao Xie, Weidong Zhang, Yufei Tang, Hongtian Chen

IEEE Trans. Ind. Electron., August, 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, Yi Chai, Wei Xing Zheng, Hongtian Chen

IEEE Trans. Circuits Syst. I Regul. Pap., July, 2024

Asynchronous Deconvolution Filtering for 2-D Markov Jump Systems With Packet Loss Compensation.

Peng Cheng, Hongtian Chen, Shuping He, Weidong Zhang

IEEE Trans Autom. Sci. Eng., July, 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., July, 2024

Guest Editorial: Special Issue on Explainable Representation Learning-Based Intelligent Inspection and Maintenance of Complex Systems.

Zhigang Liu, Cesare Alippi, Hongtian Chen, Derong Liu

IEEE Trans. Neural Networks Learn. Syst., May, 2024

Explainable Intelligent Fault Diagnosis for Nonlinear Dynamic Systems: From Unsupervised to Supervised Learning.

Hongtian Chen, Zhigang Liu, Cesare Alippi, Biao Huang, Derong Liu

IEEE Trans. Neural Networks Learn. Syst., May, 2024

A Target Tracking Guidance for Unmanned Surface Vehicles in the Presence of Obstacles.

Bin Du, Wei Xie, Weidong Zhang, Hongtian Chen

IEEE Trans. Intell. Transp. Syst., May, 2024

Large-Scale Data-Driven Optimization in Deep Modeling With an Intelligent Decision-Making Mechanism.

Dayu Tan, Yansen Su, Xin Peng, Hongtian Chen, Chunhou Zheng, Xingyi Zhang, Weimin Zhong

IEEE Trans. Cybern., May, 2024

Transfer Learning-Motivated Intelligent Fault Diagnosis Designs: A Survey, Insights, and Perspectives.

Hongtian Chen, Hao Luo, Biao Huang, Bin Jiang, Okyay Kaynak

IEEE Trans. Neural Networks Learn. Syst., March, 2024

A Novel CVAE-Based Sequential Monte Carlo Framework for Dynamic Soft Sensor Applications.

Wenxin Sun, Weili Xiong, Hongtian Chen, Ranjith Chiplunkar, Biao Huang

IEEE Trans. Ind. Informatics, March, 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, March, 2024

Distributed Process Monitoring for Multiagent Systems Through Cognitive Learning.

Hongtian Chen, Oguzhan Dogru, Santhosh Kumar Varanasi, Xunyuan Yin, Biao Huang

IEEE Trans. Cogn. Dev. Syst., February, 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

IEEE CAA J. Autom. Sinica, February, 2024

Counterfactual Covariate Causal Discovery on Nonlinear Extremal Quantiles.

Tangwen Yin, Hongtian Chen, Dan Huang, Hesheng Wang

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

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, Yi Chai, Hongtian Chen, Mahesh Krishnamurthy

IEEE Trans. Instrum. Meas., 2024

A Physics-Guided Wavelet Feature Extraction Method for Fault Diagnosis of Thruster Blades.

Tao Xie, Zhihuan Hu, Wei-Dong Zhang, Zhongmei Li, Hongtian Chen

IEEE Trans. Instrum. Meas., 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

Accelerated degradation testing for lifetime analysis considering random effects and the influence of stress and measurement errors.

Yang Li, Haifeng Gao, Hongtian Chen, Chun Liu, Zhe Yang, Enrico Zio

Reliab. Eng. Syst. Saf., 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

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 Laplace operator-based active contour model with improved image edge detection performance.

Ping Ma, Hao Yuan, Yiyang Chen, Hongtian Chen, Guirong Weng, Yuan Liu

Digit. Signal Process., 2024

MotionGS : Compact Gaussian Splatting SLAM by Motion Filter.

Xinli Guo, Weidong Zhang, Ruonan Liu, Peng Han, Hongtian Chen

CoRR, 2024

Generation of Uncorrelated Residual Variables for Chemical Process Fault Diagnosis via Transfer Learning-based Input-Output Decoupled Network.

Zhuofu Pan, Qingkai Sui, Yalin Wang, Jiang Luo, Jie Chen, Hongtian Chen

CoRR, 2024

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., November, 2023

Fault-Tolerant Soft Sensors for Dynamic Systems.

Hongtian Chen, Biao Huang

IEEE Trans. Control. Syst. Technol., November, 2023

Finite-time filtering for fuzzy nonlinear semi-Markov jump systems with deception attacks and aperiodical transmission.

Guangtao Ran, Jian Liu, Chuanjiang Li, Hongtian Chen, Chunsong Han

J. Frankl. Inst., November, 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., November, 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., October, 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, October, 2023

Data-driven designs of observers and controllers via solving model matching problems.

Hongtian Chen, Hao Luo, Biao Huang, Bin Jiang, Okyay Kaynak

Autom., October, 2023

A Hybrid Design of Fault Detection for Nonlinear Systems Based on Dynamic Optimization.

Guangtao Ran, Hongtian Chen, Chuanjiang Li, Guangfu Ma, Bin Jiang

IEEE Trans. Neural Networks Learn. Syst., September, 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, Hongtian Chen

Simul. Model. Pract. Theory, September, 2023

Data-driven fault detection for Lipschitz nonlinear systems: From open to closed-loop systems.

Hongtian Chen, Zhongyan Liu, Biao Huang

Autom., September, 2023

A General Degradation Process of Useful Life Analysis Under Unreliable Signals for Accelerated Degradation Testing.

Yang Li, Shuiqing Xu, Hongtian Chen, Li Jia, Kun Ma

IEEE Trans. Ind. Informatics, June, 2023

Fault Estimation for Switched Interconnected Nonlinear Systems With External Disturbances via Variable Weighted Iterative Learning.

Shuiqing Xu, Haosong Dai, Li Feng, Hongtian Chen, Yi Chai, Wei Xing Zheng

IEEE Trans. Circuits Syst. II Express Briefs, June, 2023

ConvLSTM and Self-Attention Aided Canonical Correlation Analysis for Multioutput Soft Sensor Modeling.

Xiuli Zhu, Seshu Kumar Damarla, Kuangrong Hao, Biao Huang, Hongtian Chen, Yicun Hua

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

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, Hai Wang, Yi Chai, Wei Xing Zheng, 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

Short-Term PV Power Forecasting Based on CEEMDAN and Ensemble DeepTCN.

Yu Huang, Anjie Wang, Jianfang Jiao, Jiale Xie, Hongtian Chen

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, Hongtian Chen, Changhua Hu

IEEE Trans. Instrum. Meas., 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

Imputation of Missing Values in Time Series Using an Adaptive-Learned Median-Filled Deep Autoencoder.

Zhuofu Pan, Yalin Wang, Kai Wang, Hongtian Chen, Chunhua Yang, Weihua Gui

IEEE Trans. Cybern., 2023

Fault Detection for Nonlinear Dynamic Systems With Consideration of Modeling Errors: A Data-Driven Approach.

Hongtian Chen, Linlin Li, Chao Shang, Biao Huang

IEEE Trans. Cybern., 2023

Guest Editorial: Special Issue on Artificial Intelligence Methods for Maintenance and Safety of Automation Systems.

Hongtian Chen, Hao Luo, Nishchal Verma, Bin Jiang

IEEE Trans. Artif. Intell., 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

Proceedings of the International Conference on Advanced Robotics and Mechatronics, 2023

Data-Driven Robust Designs of Performance Prediction and Its Application in High-speed Trains.

Hongtian Chen, Weijun Wang, Dongsheng Guo, Shuiqing Xu, Chao Cheng

Proceedings of the International Conference on Advanced Robotics and Mechatronics, 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

Proceedings of the CAA Symposium on Fault Detection, 2023

A Detection Approach for Wafer Detect in Industrial Manufacturing based on YOLOv8.

Qian Tao, Yiyang Chen, Hongtian Chen

Proceedings of the CAA Symposium on Fault Detection, 2023

Artificial Intelligence-based Fault Detection and Diagnosis: Towards Application in a Chemical Process.

Yiqi Liu, Zhi Li, Hongtian Chen

Proceedings of the CAA Symposium on Fault Detection, 2023

Fault detection for 2-D hidden Markov jump systems: The Roesser model case.

Peng Cheng, Hongtian Chen, Bowen Yi, Weidong Zhang

Proceedings of the CAA Symposium on Fault Detection, 2023

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

Data-Driven Designs of Fault Detection Systems via Neural Network-Aided Learning.

Hongtian Chen, Zheng Chai, Oguzhan Dogru, Bin Jiang, Biao Huang

IEEE Trans. Neural Networks Learn. Syst., 2022

A Deep Probabilistic Transfer Learning Framework for Soft Sensor Modeling With Missing Data.

Zheng Chai, Chunhui Zhao, Biao Huang, Hongtian Chen

IEEE Trans. Neural Networks Learn. Syst., 2022

Data-Driven Fault Diagnosis for Traction Systems in High-Speed Trains: A Survey, Challenges, and Perspectives.

Hongtian Chen, Bin Jiang, Steven X. Ding, Biao Huang

IEEE Trans. Intell. Transp. Syst., 2022

Data-Driven Optimal Test Selection Design for Fault Detection and Isolation Based on CCVKL Method and PSO.

Yang Li, Hongtian Chen, Ningyun Lu, Bin Jiang, Enrico Zio

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

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

Fuzzy-Model-Based Asynchronous Fault Detection for Markov Jump Systems With Partially Unknown Transition Probabilities: An Adaptive Event-Triggered Approach.

Guangtao Ran, Jian Liu, Chuanjiang Li, Hak-Keung Lam, Dongyu Li, Hongtian Chen

IEEE Trans. Fuzzy Syst., 2022

A Single-Side Neural Network-Aided Canonical Correlation Analysis With Applications to Fault Diagnosis.

Hongtian Chen, Zhiwen Chen, Zheng Chai, Bin Jiang, Biao Huang

IEEE Trans. Cybern., 2022

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

2021

Health Status Assessment for LCESs Based on Multidiscounted Belief Rule Base.

Chao Cheng, Jiuhe Wang, Hongtian Chen, Zhijie Zhou, Wanxiu Teng, Bangcheng Zhang

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, Yang Zhou, Hongtian Chen

IEEE Trans. Instrum. Meas., 2021

Data-Driven Fault Detection for Dynamic Systems With Performance Degradation: A Unified Transfer Learning Framework.

Hongtian Chen, Zheng Chai, Bin Jiang, Biao Huang

IEEE Trans. Instrum. Meas., 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

A Broad Learning Aided Data-Driven Framework of Fast Fault Diagnosis for High-Speed Trains.

Hongtian Chen, Bin Jiang, Steven X. Ding

IEEE Intell. Transp. Syst. Mag., 2021

A Review of Intelligent Fault Diagnosis for High-Speed Trains: Qualitative Approaches.

Chao Cheng, Jiuhe Wang, Hongtian Chen, Zhiwen Chen, Hao Luo, Pu Xie

Entropy, 2021

Fault Prediction Using LSTM for Running Gears of High-speed Trains.

Xiuyuan Sun, Chao Cheng, Hongtian Chen

Proceedings of the CAA Symposium on Fault Detection, 2021

2020

Edge Computing-Aided Framework of Fault Detection for Traction Control Systems in High-Speed Trains.

Hongtian Chen, Bin Jiang, Wen Chen, Ziheng Li

IEEE Trans. Veh. Technol., 2020

A Review of Fault Detection and Diagnosis for the Traction System in High-Speed Trains.

Hongtian Chen, Bin Jiang

IEEE Trans. Intell. Transp. Syst., 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

Data-driven and deep learning-based detection and diagnosis of incipient faults with application to electrical traction systems.

Hongtian Chen, Bin Jiang, Tianyi Zhang, Ningyun Lu

Neurocomputing, 2020

2019

Data-Driven Detection of Hot Spots in Photovoltaic Energy Systems.

Hongtian Chen, Hui Yi, Bin Jiang, Kai Zhang, Zhiwen Chen

IEEE Trans. Syst. Man Cybern. Syst., 2019

A Newly Robust Fault Detection and Diagnosis Method for High-Speed Trains.

Hongtian Chen, Bin Jiang, Ningyun Lu

IEEE Trans. Intell. Transp. Syst., 2019

Data-driven Detection and Diagnosis of Incipient Faults in Electrical Drives of High-Speed Trains.

Hongtian Chen, Bin Jiang, Wen Chen, Hui Yi

IEEE Trans. Ind. Electron., 2019

Probability-Relevant Incipient Fault Detection and Diagnosis Methodology With Applications to Electric Drive Systems.

Hongtian Chen, Bin Jiang, Steven X. Ding, Ningyun Lu, Wen Chen

IEEE Trans. Control. Syst. Technol., 2019

Sensors Information Fusion System with Fault Detection Based on Multi-Manifold Regularization Neighborhood Preserving Embedding.

Jianping Wu, Bin Jiang, Hongtian Chen, Jianwei Liu

Sensors, 2019

2018

Deep PCA Based Real-Time Incipient Fault Detection and Diagnosis Methodology for Electrical Drive in High-Speed Trains.

Hongtian Chen, Bin Jiang, Ningyun Lu, Zehui Mao

IEEE Trans. Veh. Technol., 2018

Real-time incipient fault detection for electrical traction systems of CRH2.

Hongtian Chen, Bin Jiang, Ningyun Lu, Wen Chen

Neurocomputing, 2018