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Hongtian Chen
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2020 – today
- 2024
- [j70]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: 104550 (2024) - [j69]Oguzhan Dogru
, Junyao Xie
, Om Prakash
, Ranjith Chiplunkar
, Jansen Fajar Soesanto
, Hongtian Chen
, Kirubakaran Velswamy
, Fadi Ibrahim
, Biao Huang
:
Reinforcement Learning in Process Industries: Review and Perspective. IEEE CAA J. Autom. Sinica 11(2): 283-300 (2024) - [j68]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: 127278 (2024) - [j67]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: 120723 (2024) - [j66]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): 11003-11024 (2024) - [j65]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: 110101 (2024) - [j64]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): 8-19 (2024) - [j63]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): 4165-4176 (2024) - [j62]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): 3343-3356 (2024) - [j61]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): 2798-2810 (2024) - [j60]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): 9677-9686 (2024) - [j59]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): 3789-3800 (2024) - [j58]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): 10520-10529 (2024) - [j57]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: 1-16 (2024) - [j56]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: 1-14 (2024) - [j55]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): 4102-4115 (2024) - [j54]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): 2969-2983 (2024) - [j53]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): 5819-5823 (2024) - [j52]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): 6166-6179 (2024) - [j51]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): 11002-11013 (2024) - [j50]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): 11059-11071 (2024) - [i2]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 abs/2404.18528 (2024) - [i1]Xinli Guo, Weidong Zhang, Ruonan Liu, Peng Han, Hongtian Chen:
MotionGS : Compact Gaussian Splatting SLAM by Motion Filter. CoRR abs/2405.11129 (2024) - 2023
- [j49]Hongtian Chen, Zhongyan Liu, Biao Huang:
Data-driven fault detection for Lipschitz nonlinear systems: From open to closed-loop systems. Autom. 155: 111161 (2023) - [j48]Hongtian Chen, Hao Luo, Biao Huang, Bin Jiang, Okyay Kaynak:
Data-driven designs of observers and controllers via solving model matching problems. Autom. 156: 111196 (2023) - [j47]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: 106845 (2023) - [j46]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): 2026-2028 (2023) - [j45]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): 12576-12597 (2023) - [j44]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: 109416 (2023) - [j43]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: 102778 (2023) - [j42]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): 589-591 (2023) - [j41]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): 2011-2015 (2023) - [j40]Hongtian Chen
, Biao Huang
:
Fault-Tolerant Soft Sensors for Dynamic Systems. IEEE Trans. Control. Syst. Technol. 31(6): 2805-2818 (2023) - [j39]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): 695-706 (2023) - [j38]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): 4259-4269 (2023) - [j37]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): 7742-7750 (2023) - [j36]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: 1-11 (2023) - [j35]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: 1-13 (2023) - [j34]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: 1-12 (2023) - [j33]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: 1-13 (2023) - [j32]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: 1-15 (2023) - [j31]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: 1-13 (2023) - [j30]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: 1-10 (2023) - [j29]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): 12422-12430 (2023) - [j28]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): 5244-5254 (2023) - [c7]Peng Cheng, Hongtian Chen, Bowen Yi, Weidong Zhang:
Fault detection for 2-D hidden Markov jump systems: The Roesser model case. SAFEPROCESS 2023: 1-6 - [c6]Yiqi Liu, Zhi Li, Hongtian Chen:
Artificial Intelligence-based Fault Detection and Diagnosis: Towards Application in a Chemical Process. SAFEPROCESS 2023: 1-6 - [c5]Qian Tao, Yiyang Chen, Hongtian Chen:
A Detection Approach for Wafer Detect in Industrial Manufacturing based on YOLOv8. SAFEPROCESS 2023: 1-6 - [c4]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: 1-6 - [c3]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: 13-18 - [c2]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: 618-623 - 2022
- [j27]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): 389-402 (2022) - [j26]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): 9454-9466 (2022) - [j25]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): 4679-4689 (2022) - [j24]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: 1-10 (2022) - [j23]Sudao He
, Fuyang Chen
, Ning Xu
, Hongtian Chen
:
Online Monitoring for Non-Stationary Operation via a Collaborative Neural Network. IEEE Trans. Instrum. Meas. 71: 1-12 (2022) - [j22]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: 1-10 (2022) - [j21]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): 1700-1716 (2022) - [j20]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): 5694-5705 (2022) - [j19]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): 7598-7609 (2022) - [j18]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): 9272-9282 (2022) - 2021
- [j17]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): 1 (2021) - [j16]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): 83-88 (2021) - [j15]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): 5957 (2021) - [j14]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: 1-12 (2021) - [j13]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: 1-10 (2021) - [j12]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: 1-13 (2021) - [c1]Xiuyuan Sun, Chao Cheng, Hongtian Chen:
Fault Prediction Using LSTM for Running Gears of High-speed Trains. CAA SAFEPROCESS 2021: 1-6 - 2020
- [j11]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: 429-437 (2020) - [j10]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): 2192-2197 (2020) - [j9]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): 450-465 (2020) - [j8]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): 1309-1318 (2020)
2010 – 2019
- 2019
- [j7]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): 1440 (2019) - [j6]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): 2766-2773 (2019) - [j5]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): 4716-4725 (2019) - [j4]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): 2198-2208 (2019) - [j3]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): 1731-1738 (2019) - 2018
- [j2]Hongtian Chen
, Bin Jiang, Ningyun Lu
, Wen Chen:
Real-time incipient fault detection for electrical traction systems of CRH2. Neurocomputing 306: 119-129 (2018) - [j1]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): 4819-4830 (2018)
Coauthor Index
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