Hongtian Chen

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 79

Top Topics

Dynamic Systems

Transfer Learning

Fault Detection

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Veh. Technol.

IEEE Trans. Intell. Transp. Syst.

Publications

Ping Ma, Hao Yuan, Yiyang Chen, Hongtian Chen, Guirong Weng, Yuan Liu
A Laplace operator-based active contour model with improved image edge detection performance. Digit. Signal Process. 151 (2024)
Shuiqing Xu, Xiaofan Xu, Jian Wang, Hai Wang, Yi Chai, Hongtian Chen, Mahesh Krishnamurthy
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. 73 (2024)
Shenquan Wang, Ganggang Lian, Chao Cheng, Hongtian Chen
A novel method of rolling bearings fault diagnosis based on singular spectrum decomposition and optimized stochastic configuration network. Neurocomputing 574 (2024)
Hongtian Chen, Oguzhan Dogru, Santhosh Kumar Varanasi, Xunyuan Yin, Biao Huang
Distributed Process Monitoring for Multiagent Systems Through Cognitive Learning. IEEE Trans. Cogn. Dev. Syst. 16 (1) (2024)
Yu Huang, Haode Guo, Engang Tian, Hongtian Chen
Day-Ahead Probabilistic Load Forecasting: A Multi-Information Fusion and Noncrossing Quantiles Method. IEEE Trans. Ind. Informatics 20 (8) (2024)
Peng Cheng, Hongtian Chen, Shuping He, Weidong Zhang
Asynchronous Deconvolution Filtering for 2-D Markov Jump Systems With Packet Loss Compensation. IEEE Trans Autom. Sci. Eng. 21 (3) (2024)
Xinli Guo, Weidong Zhang, Ruonan Liu, Peng Han, Hongtian Chen
MotionGS : Compact Gaussian Splatting SLAM by Motion Filter. CoRR (2024)
Zhenhua Li, Hongtian Chen, Wentao Wu, Weidong Zhang
Dynamic Output Feedback Fault-Tolerant Control for Switched Vehicle Active Suspension Delayed Systems. IEEE Trans. Veh. Technol. 73 (8) (2024)
Zehua Jia, Haibo Lu, Hongtian Chen, Weidong Zhang
Robust Distributed Cooperative Rendezvous Control for Heterogeneous Marine Vehicles Using Model Predictive Control. IEEE Trans. Veh. Technol. 73 (8) (2024)
Wenxin Sun, Weili Xiong, Hongtian Chen, Ranjith Chiplunkar, Biao Huang
A Novel CVAE-Based Sequential Monte Carlo Framework for Dynamic Soft Sensor Applications. IEEE Trans. Ind. Informatics 20 (3) (2024)
Hongtian Chen, Zhigang Liu, Cesare Alippi, Biao Huang, Derong Liu
Explainable Intelligent Fault Diagnosis for Nonlinear Dynamic Systems: From Unsupervised to Supervised Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Xia Zhao, Xun Wang, Jiancun Wu, Hongtian Chen, Engang Tian
Important-data-based attack design and resilient remote estimation for recurrent neural networks. Inf. Sci. 675 (2024)
Dayu Tan, Yansen Su, Xin Peng, Hongtian Chen, Chunhou Zheng, Xingyi Zhang, Weimin Zhong
Large-Scale Data-Driven Optimization in Deep Modeling With an Intelligent Decision-Making Mechanism. IEEE Trans. Cybern. 54 (5) (2024)
Oguzhan Dogru, Junyao Xie, Om Prakash, Ranjith Chiplunkar, Jansen Soesanto, Hongtian Chen, Kirubakaran Velswamy, Fadi Ibrahim, Biao Huang
Reinforcement Learning in Process Industries: Review and Perspective. IEEE CAA J. Autom. Sinica 11 (2) (2024)
Bin Du, Wei Xie, Weidong Zhang, Hongtian Chen
A Target Tracking Guidance for Unmanned Surface Vehicles in the Presence of Obstacles. IEEE Trans. Intell. Transp. Syst. 25 (5) (2024)
Zhuofu Pan, Qingkai Sui, Yalin Wang, Jiang Luo, Jie Chen, Hongtian Chen
Generation of Uncorrelated Residual Variables for Chemical Process Fault Diagnosis via Transfer Learning-based Input-Output Decoupled Network. CoRR (2024)
Pengqiang Ge, Yiyang Chen, Guina Wang, Guirong Weng, Hongtian Chen
A level set approach using adaptive local pre-fitting energy for image segmentation with intensity non-uniformity. J. Intell. Fuzzy Syst. 46 (4) (2024)
Shuiqing Xu, Hao-Dong Zheng, Songbing Tao, Yi Chai, Qihang He, Hongtian Chen
A Lightweight Pig Face Recognition Method Based on Efficient Mobile Network and Horizontal Vertical Attention Mechanism. IEEE Trans. Instrum. Meas. 73 (2024)
Zhigang Liu, Cesare Alippi, Hongtian Chen, Derong Liu
Guest Editorial: Special Issue on Explainable Representation Learning-Based Intelligent Inspection and Maintenance of Complex Systems. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Hongtian Chen, Hao Luo, Biao Huang, Bin Jiang, Okyay Kaynak
Transfer Learning-Motivated Intelligent Fault Diagnosis Designs: A Survey, Insights, and Perspectives. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Tao Xie, Weidong Zhang, Yufei Tang, Hongtian Chen
A Physical-Feature Interactive Expansion-Based Fault Diagnosis Method With Applications to Marine Current Turbines. IEEE Trans. Ind. Electron. 71 (8) (2024)
Yang Li, Haifeng Gao, Hongtian Chen, Chun Liu, Zhe Yang, Enrico Zio
Accelerated degradation testing for lifetime analysis considering random effects and the influence of stress and measurement errors. Reliab. Eng. Syst. Saf. 247 (2024)
Shuiqing Xu, Xiaofan Xu, Haibo Du, Hai Wang, Yi Chai, Wei Xing Zheng, Hongtian Chen
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. 71 (7) (2024)
Guangtao Ran, Hongtian Chen, Chuanjiang Li, Guangfu Ma, Bin Jiang
A Hybrid Design of Fault Detection for Nonlinear Systems Based on Dynamic Optimization. IEEE Trans. Neural Networks Learn. Syst. 34 (9) (2023)
Zhuofu Pan, Yalin Wang, Kai Wang, Hongtian Chen, Chunhua Yang, Weihua Gui
Imputation of Missing Values in Time Series Using an Adaptive-Learned Median-Filled Deep Autoencoder. IEEE Trans. Cybern. 53 (2) (2023)
Shuiqing Xu, Xinyang Chen, Feng Liu, Hai Wang, Yi Chai, Wei Xing Zheng, Hongtian Chen
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. 72 (2023)
Peng Cheng, Hongtian Chen, Bowen Yi, Weidong Zhang
Fault detection for 2-D hidden Markov jump systems: The Roesser model case. SAFEPROCESS (2023)
Chao Cheng, Xiuyuan Sun, Yang Song, Yiqi Liu, Chun Liu, Hongtian Chen
A just-in-time manifold-based fault detection method for electrical drive systems of high-speed trains. Simul. Model. Pract. Theory 127 (2023)
Hongtian Chen, Weijun Wang, Dongsheng Guo, Shuiqing Xu, Chao Cheng
Data-Driven Robust Designs of Performance Prediction and Its Application in High-speed Trains. ICARM (2023)
Hongtian Chen, Hao Luo, Nishchal Verma, Bin Jiang
Guest Editorial: Special Issue on Artificial Intelligence Methods for Maintenance and Safety of Automation Systems. IEEE Trans. Artif. Intell. 4 (4) (2023)
Yang Li, Shuiqing Xu, Hongtian Chen, Li Jia, Kun Ma
A General Degradation Process of Useful Life Analysis Under Unreliable Signals for Accelerated Degradation Testing. IEEE Trans. Ind. Informatics 19 (6) (2023)
Hongtian Chen, Zhongyan Liu, Biao Huang
Data-driven fault detection for Lipschitz nonlinear systems: From open to closed-loop systems. Autom. 155 (2023)
Gang Fang, Yiqi Liu, Baoping Cai, Hongtian Chen, Daoping Huang
A Hierarchical Soft-Sensor Using Spatiotemporal Information Transformation and ARMA With Application in Wastewater Treatment. IEEE Trans. Instrum. Meas. 72 (2023)
Guina Wang, Fuzheng Zhang, Yiyang Chen, Guirong Weng, Hongtian Chen
An Active Contour Model Based on Local Pre-Piecewise Fitting Bias Corrections for Fast and Accurate Segmentation. IEEE Trans. Instrum. Meas. 72 (2023)
Xiuli Zhu, Seshu Kumar Damarla, Kuangrong Hao, Biao Huang, Hongtian Chen, Yicun Hua
ConvLSTM and Self-Attention Aided Canonical Correlation Analysis for Multioutput Soft Sensor Modeling. IEEE Trans. Instrum. Meas. 72 (2023)
Shuiqing Xu, Haosong Dai, Li Feng, Hongtian Chen, Yi Chai, Wei Xing Zheng
Fault Estimation for Switched Interconnected Nonlinear Systems With External Disturbances via Variable Weighted Iterative Learning. IEEE Trans. Circuits Syst. II Express Briefs 70 (6) (2023)
Guangtao Ran, Jian Liu, Chuanjiang Li, Hongtian Chen, Chunsong Han
Finite-time filtering for fuzzy nonlinear semi-Markov jump systems with deception attacks and aperiodical transmission. J. Frankl. Inst. 360 (16) (2023)
Kai Zhong, Jiayi Wang, Shuiqing Xu, Chao Cheng, Hongtian Chen
Overview of fault prognosis for traction systems in high-speed trains: A deep learning perspective. Eng. Appl. Artif. Intell. 126 (2023)
Hongtian Chen, Linlin Li, Chao Shang, Biao Huang
Fault Detection for Nonlinear Dynamic Systems With Consideration of Modeling Errors: A Data-Driven Approach. IEEE Trans. Cybern. 53 (7) (2023)
Jingkun Wang, Hongmei Wang, Chao Cheng, Hongtian Chen
Fault Diagnosis of Electric Drive Systems Based on Dynamic Independent Component Analysis and A Hidden Markov Model. ICARM (2023)
Yu Huang, Anjie Wang, Jianfang Jiao, Jiale Xie, Hongtian Chen
Short-Term PV Power Forecasting Based on CEEMDAN and Ensemble DeepTCN. IEEE Trans. Instrum. Meas. 72 (2023)
Wentao Liu, Sudao He, Jianpeng Mou, Ting Xue, Hongtian Chen, Weili Xiong
Digital twins-based process monitoring for wastewater treatment processes. Reliab. Eng. Syst. Saf. 238 (2023)
Zhichao Feng, Ruohan Yang, Zhi-Jie Zhou, Hongtian Chen, Changhua Hu
Online Fault Diagnosis and Tolerance Based on Multiexpert Joint Belief Rule Base for Sensor Failures of Vehicles. IEEE Trans. Instrum. Meas. 72 (2023)
Shuiqing Xu, Lejing Wang, Hongtian Chen, Donglian Qi, Yunfeng Yan, Qi Li
An Accelerated Iterative Learning Algorithm Based on Feedback Terms for Fault Estimation of Nonlinear Parabolic Distributed Parameter Systems. SAFEPROCESS (2023)
Hongtian Chen, Hao Luo, Biao Huang, Bin Jiang, Okyay Kaynak
Data-driven designs of observers and controllers via solving model matching problems. Autom. 156 (2023)
Yiqi Liu, Zhi Li, Hongtian Chen
Artificial Intelligence-based Fault Detection and Diagnosis: Towards Application in a Chemical Process. SAFEPROCESS (2023)
Chao Cheng, Yunfei Ju, Shuiqing Xu, Yisheng Lv, Hongtian Chen
Local Linear Generalized Autoencoder-Based Incipient Fault Detection for Electrical Drive Systems of High-Speed Trains. IEEE Trans. Intell. Transp. Syst. 24 (11) (2023)
Engang Tian, Yi Zou, Hongtian Chen
Finite-Time Synchronization of Complex Networks with Intermittent Couplings and Neutral-Type Delays. IEEE CAA J. Autom. Sinica 10 (10) (2023)
Shuiqing Xu, Qihang He, Songbing Tao, Hongtian Chen, Yi Chai, Wei-Xing Zheng
Pig Face Recognition Based on Trapezoid Normalized Pixel Difference Feature and Trimmed Mean Attention Mechanism. IEEE Trans. Instrum. Meas. 72 (2023)
Hongtian Chen, Biao Huang
Fault-Tolerant Soft Sensors for Dynamic Systems. IEEE Trans. Control. Syst. Technol. 31 (6) (2023)
Qian Tao, Yiyang Chen, Hongtian Chen
A Detection Approach for Wafer Detect in Industrial Manufacturing based on YOLOv8. SAFEPROCESS (2023)
Chao Cheng, Meng Wang, Jiuhe Wang, Junjie Shao, Hongtian Chen
An SFA-HMM Performance Evaluation Method Using State Difference Optimization for Running Gear Systems in High-Speed Trains. Int. J. Appl. Math. Comput. Sci. 32 (3) (2022)
Zheng Chai, Chunhui Zhao, Biao Huang, Hongtian Chen
A Deep Probabilistic Transfer Learning Framework for Soft Sensor Modeling With Missing Data. IEEE Trans. Neural Networks Learn. Syst. 33 (12) (2022)
Hongtian Chen, Bin Jiang, Steven X. Ding, Biao Huang
Data-Driven Fault Diagnosis for Traction Systems in High-Speed Trains: A Survey, Challenges, and Perspectives. IEEE Trans. Intell. Transp. Syst. 23 (3) (2022)
Guangtao Ran, Jian Liu, Chuanjiang Li, Hak-Keung Lam, Dongyu Li, Hongtian Chen
Fuzzy-Model-Based Asynchronous Fault Detection for Markov Jump Systems With Partially Unknown Transition Probabilities: An Adaptive Event-Triggered Approach. IEEE Trans. Fuzzy Syst. 30 (11) (2022)
Chao Cheng, Ming Liu, Hui Yi, Guangtao Ran, Hongtian Chen
Slow Manifold Analysis-Based Detection of Hot Spots in Photovoltaic Systems. IEEE Trans. Instrum. Meas. 71 (2022)
Sudao He, Fuyang Chen, Ning Xu, Hongtian Chen
Online Monitoring for Non-Stationary Operation via a Collaborative Neural Network. IEEE Trans. Instrum. Meas. 71 (2022)
Chao Cheng, Yuhong Guo, Jiuhe Wang, Hongtian Chen, Junjie Shao
A Unified BRB-Based Framework for Real-Time Health Status Prediction in High-Speed Trains. IEEE Trans. Veh. Technol. 71 (9) (2022)
Hongtian Chen, Zhiwen Chen, Zheng Chai, Bin Jiang, Biao Huang
A Single-Side Neural Network-Aided Canonical Correlation Analysis With Applications to Fault Diagnosis. IEEE Trans. Cybern. 52 (9) (2022)
Yang Li, Hongtian Chen, Ningyun Lu, Bin Jiang, Enrico Zio
Data-Driven Optimal Test Selection Design for Fault Detection and Isolation Based on CCVKL Method and PSO. IEEE Trans. Instrum. Meas. 71 (2022)
Hongtian Chen, Zheng Chai, Oguzhan Dogru, Bin Jiang, Biao Huang
Data-Driven Designs of Fault Detection Systems via Neural Network-Aided Learning. IEEE Trans. Neural Networks Learn. Syst. 33 (10) (2022)
Chao Cheng, Jiuhe Wang, Hongtian Chen, Zhiwen Chen, Hao Luo, Pu Xie
A Review of Intelligent Fault Diagnosis for High-Speed Trains: Qualitative Approaches. Entropy 23 (1) (2021)
Xiuyuan Sun, Chao Cheng, Hongtian Chen
Fault Prediction Using LSTM for Running Gears of High-speed Trains. CAA SAFEPROCESS (2021)
Chao Cheng, Xinyu Qiao, Bangcheng Zhang, Hao Luo, Yang Zhou, Hongtian Chen
Multiblock Dynamic Slow Feature Analysis-Based System Monitoring for Electrical Drives of High-Speed Trains. IEEE Trans. Instrum. Meas. 70 (2021)
Hongtian Chen, Bin Jiang, Steven X. Ding
A Broad Learning Aided Data-Driven Framework of Fast Fault Diagnosis for High-Speed Trains. IEEE Intell. Transp. Syst. Mag. 13 (3) (2021)
Chao Cheng, Jiuhe Wang, Hongtian Chen, Zhijie Zhou, Wanxiu Teng, Bangcheng Zhang
Health Status Assessment for LCESs Based on Multidiscounted Belief Rule Base. IEEE Trans. Instrum. Meas. 70 (2021)
Hongtian Chen, Zheng Chai, Bin Jiang, Biao Huang
Data-Driven Fault Detection for Dynamic Systems With Performance Degradation: A Unified Transfer Learning Framework. IEEE Trans. Instrum. Meas. 70 (2021)
Xiaoyue Yang, Xinyu Qiao, Chao Cheng, Kai Zhong, Hongtian Chen
A Tutorial on Hardware-Implemented Fault Injection and Online Fault Diagnosis for High-Speed Trains. Sensors 21 (17) (2021)
Zhong Xin, Xiangdang Long, Hongtian Chen, Yongjun Hu
The Imaging Performances of Contrast-Enhanced Ultrasound, Computed Tomography, and Magnetic Resonance Imaging for Extrahepatic Cholangiocarcinoma. J. Medical Imaging Health Informatics 10 (9) (2020)
Hongtian Chen, Bin Jiang
A Review of Fault Detection and Diagnosis for the Traction System in High-Speed Trains. IEEE Trans. Intell. Transp. Syst. 21 (2) (2020)
Hongtian Chen, Bin Jiang, Wen Chen, Ziheng Li
Edge Computing-Aided Framework of Fault Detection for Traction Control Systems in High-Speed Trains. IEEE Trans. Veh. Technol. 69 (2) (2020)
Hongtian Chen, Bin Jiang, Tianyi Zhang, Ningyun Lu
Data-driven and deep learning-based detection and diagnosis of incipient faults with application to electrical traction systems. Neurocomputing 396 (2020)
Hongtian Chen, Bin Jiang, Steven X. Ding, Ningyun Lu, Wen Chen
Probability-Relevant Incipient Fault Detection and Diagnosis Methodology With Applications to Electric Drive Systems. IEEE Trans. Control. Syst. Technol. 27 (6) (2019)
Hongtian Chen, Bin Jiang, Wen Chen, Hui Yi
Data-driven Detection and Diagnosis of Incipient Faults in Electrical Drives of High-Speed Trains. IEEE Trans. Ind. Electron. 66 (6) (2019)
Jianping Wu, Bin Jiang, Hongtian Chen, Jianwei Liu
Sensors Information Fusion System with Fault Detection Based on Multi-Manifold Regularization Neighborhood Preserving Embedding. Sensors 19 (6) (2019)
Hongtian Chen, Hui Yi, Bin Jiang, Kai Zhang, Zhiwen Chen
Data-Driven Detection of Hot Spots in Photovoltaic Energy Systems. IEEE Trans. Syst. Man Cybern. Syst. 49 (8) (2019)
Hongtian Chen, Bin Jiang, Ningyun Lu
A Newly Robust Fault Detection and Diagnosis Method for High-Speed Trains. IEEE Trans. Intell. Transp. Syst. 20 (6) (2019)
Hongtian Chen, Bin Jiang, Ningyun Lu, Wen Chen
Real-time incipient fault detection for electrical traction systems of CRH2. Neurocomputing 306 (2018)
Hongtian Chen, Bin Jiang, Ningyun Lu, Zehui Mao
Deep PCA Based Real-Time Incipient Fault Detection and Diagnosis Methodology for Electrical Drive in High-Speed Trains. IEEE Trans. Veh. Technol. 67 (6) (2018)