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2020 – today
- 2025
[j84]Shenquan Wang
, Fangyuan Zhao, Chao Cheng, Hongtian Chen, Yulian Jiang:
Threshold-optimized and features-fused semi-supervised domain adaptation method for rotating machinery fault diagnosis. Neurocomputing 613: 128734 (2025)- [j83]Peng Han, Wei-Dong Zhang, Tao Xie, Simon X. Yang, Hongtian Chen:
A Cooperative Heterogeneous System Design of Unmanned Aerial and Surface Vehicles. IEEE Trans. Instrum. Meas. 74: 1-10 (2025) - 2024
- [j82]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) - [j81]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) - [j80]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) - [j79]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) - [j78]Hongmei Wang, Jingkun Wang, Shuiqing Xu, Chao Cheng, Qiang Liu, Hongtian Chen:
Dynamic inner independent component analysis-based incipient fault detection for electric drive systems of high-speed trains. J. Control. Decis. 11(3): 417-427 (2024) - [j77]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) - [j76]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) - [j75]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) - [j74]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) - [j73]Hao Ma, Yan Wang, Hongtian Chen, Jie Yuan, Zhicheng Ji:
Quality-Oriented Efficient Distributed Kernel-Based Monitoring Strategy for Nonlinear Plant-Wide Industrial Processes. IEEE Trans Autom. Sci. Eng. 21(4): 6027-6040 (2024) - [j72]Shuangxin Zhu, Yu Huang, Engang Tian, Yuqiang Luo, Xiangpeng Xie, Hongtian Chen:
Event-Based H∞ Tracking Control for the T-S Fuzzy-Based SP-IPT System With Coil Misalignment. IEEE Trans Autom. Sci. Eng. 21(4): 6056-6067 (2024) - [j71]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) - [j70]Tao Xie, Zhihuan Hu, Weidong Zhang, Hongtian Chen:
Fault Diagnosis for Multi-Phase Inverters: A Telescoping Modulus Approach With Convolutional Neural Networks. IEEE Trans. Circuits Syst. II Express Briefs 71(9): 4371-4375 (2024) - [j69]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) - [j68]Ruijie Liu, Engang Tian, Ying Yang, Hongtian Chen:
Performance-Based Hierarchical Fault-Tolerant Control for Closed-Loop Systems With Multiplicative Faults: A Data-Driven Design Method. IEEE Trans. Cybern. 54(11): 6593-6606 (2024) - [j67]Zhenhua Li, Hongtian Chen, Hak-Keung Lam, Wentao Wu, Weidong Zhang:
Switched Command-Filtered-Based Adaptive Fuzzy Output-Feedback Funnel Control for Switched Nonlinear MIMO-Delayed Systems. IEEE Trans. Fuzzy Syst. 32(11): 6560-6572 (2024) - [j66]Xiang Zhang, Shuping He, Zhihuan Hu, Ruonan Liu, Hongtian Chen, Weidong Zhang:
Fault Detection of Unmanned Surface Vehicles: The Fuzzy Multiprocessor Implementation. IEEE Trans. Fuzzy Syst. 32(11): 6573-6582 (2024) - [j65]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) - [j64]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) - [j63]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) - [j62]Chuang Chen, Jiantao Shi, Lihang Feng, Hui Yi, Cunsong Wang, Hongtian Chen:
A Two-Stage Fault Diagnosis Method With Rough and Fine Classifiers for Phased Array Radar Transceivers. IEEE Trans. Instrum. Meas. 73: 1-14 (2024) - [j61]Tao Xie, Zhihuan Hu, Wei-Dong Zhang, Zhongmei Li, Hongtian Chen:
A Physics-Guided Wavelet Feature Extraction Method for Fault Diagnosis of Thruster Blades. IEEE Trans. Instrum. Meas. 73: 1-9 (2024) - [j60]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) - [j59]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) - [j58]Tangwen Yin, Hongtian Chen, Dan Huang, Hesheng Wang:
Counterfactual Covariate Causal Discovery on Nonlinear Extremal Quantiles. IEEE Trans. Instrum. Meas. 73: 1-12 (2024) - [j57]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) - [j56]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) - [j55]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) - [j54]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) - [j53]Sudao He, Fuyang Chen, Hongtian Chen:
A Latent Representation Generalizing Network for Domain Generalization in Cross-Scenario Monitoring. IEEE Trans. Neural Networks Learn. Syst. 35(11): 16644-16658 (2024) - [j52]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) - [j51]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) - [j50]Bin Du, Kunde Yang, Weidong Zhang, Hongtian Chen:
Terminal Line-of-Sight Angle-Constrained Target Tracking Guidance for Unmanned Surface Vehicles. IEEE Trans. Veh. Technol. 73(9): 12515-12529 (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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