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Works (24)

A Deep Echo State Network with Scaling Factor Activation Functions for Fault Diagnosis of Electrical Drive Systems

IEEE Transactions on Transportation Electrification
2025 | Journal article
DOI: 10.1109/TTE.2025.3532950
Contributors: Yuanpeng Gong; Yulian Jiang; Chao Cheng; Hongtian Chen; Shenquan Wang
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Crossref

A Reversible Residual Network-Aided Canonical Correlation Analysis to Fault Detection and Diagnosis in Electrical Drive Systems

IEEE Transactions on Instrumentation and Measurement
2024 | Journal article
DOI: 10.1109/TIM.2023.3348900
Contributors: Shenquan Wang; Yunfei Ju; Caixin Fu; Pu Xie; Chao Cheng
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Crossref

ES-DLSSVM-Based Prognostics of Rolling Element Bearings

IEEE Transactions on Reliability
2024 | Journal article
DOI: 10.1109/TR.2023.3252605
Contributors: Yubo Shao; Xiao He; Bangcheng Zhang; Chao Cheng; Xiaopeng Xi
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Dynamic Weighted Slow Feature Analysis-based Fault Detection for Running Gear Systems of High-speed Trains

International Journal of Control, Automation and Systems
2024-06 | Journal article
DOI: 10.1007/s12555-023-0059-6
Contributors: Chao Cheng; Xin Wang; Shuiqing Xu; Ke Feng; Hongtian Chen
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Supervised Contrast Learning Text Classification Model Based on Data Quality Augmentation

ACM Transactions on Asian and Low-Resource Language Information Processing
2024-05-31 | Journal article
DOI: 10.1145/3653300
Contributors: Liang Wu; Fangfang Zhang; Chao Cheng; Shinan Song
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Crossref

Fault detection using generalized autoencoder with neighborhood restriction for electrical drive systems of high-speed trains

Control Engineering Practice
2024-02 | Journal article
DOI: 10.1016/j.conengprac.2023.105804
Contributors: Shenquan Wang; Yunfei Ju; Pu Xie; Chao Cheng
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Local Linear Generalized Autoencoder-Based Incipient Fault Detection for Electrical Drive Systems of High-Speed Trains

IEEE Transactions on Intelligent Transportation Systems
2023 | Journal article
DOI: 10.1109/TITS.2023.3286867
Contributors: Chao Cheng; Yunfei Ju; Shuiqing Xu; Yisheng Lv; Hongtian Chen
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Just-in-time Learning-aided Nonlinear Fault Detection for Traction Systems of High-speed Trains

International Journal of Control, Automation and Systems
2023-09 | Journal article
DOI: 10.1007/s12555-022-0241-2
Contributors: Chao Cheng; Xiuyuan Sun; Junjie Shao; Hongtian Chen; Chao Shang
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Transfer-Learning-Aided Fault Detection for Traction Drive Systems of High-Speed Trains

IEEE Transactions on Artificial Intelligence
2023-08 | Journal article
DOI: 10.1109/TAI.2022.3177387
Contributors: Chao Cheng; Xuedong Li; Pu Xie; Xiaoyue Yang
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Crossref

A Novel Data-Driven Fault Detection Method Based on Stable Kernel Representation for Dynamic Systems

Sensors
2023-06-25 | Journal article
DOI: 10.3390/s23135891
Contributors: Qiang Wang; Bo Peng; Pu Xie; Chao Cheng
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Slow Manifold Analysis-Based Detection of Hot Spots in Photovoltaic Systems

IEEE Transactions on Instrumentation and Measurement
2022 | Journal article
DOI: 10.1109/TIM.2022.3187700
Contributors: Chao Cheng; Ming Liu; Hui Yi; Guangtao Ran; Hongtian Chen
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Tendency-Aided Data-Driven Method for Hot Spot Detection in Photovoltaic Systems

IEEE Journal of Emerging and Selected Topics in Industrial Electronics
2022-10 | Journal article
DOI: 10.1109/JESTIE.2022.3140648
Contributors: Chao Cheng; Ming Liu; Hui Yi; Jiangfeng Wang; Hongtian Chen
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A Unified BRB-Based Framework for Real-Time Health Status Prediction in High-Speed Trains

IEEE Transactions on Vehicular Technology
2022-09 | Journal article
DOI: 10.1109/TVT.2022.3179448
Contributors: Chao Cheng; Yuhong Guo; Jiuhe Wang; Hongtian Chen; Junjie Shao
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Crossref

Time-series Independent Component Analysis-aided Fault Detection for Running Gear Systems

International Journal of Control, Automation and Systems
2022-09 | Journal article
DOI: 10.1007/s12555-021-0276-9
Contributors: Chao Cheng; Sheng Yang; Yu Song; Gang Liu
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Data-Driven Designs of Fault Identification via Collaborative Deep Learning for Traction Systems in High-Speed Trains

IEEE Transactions on Transportation Electrification
2022-06 | Journal article
DOI: 10.1109/TTE.2021.3129824
Contributors: Chao Cheng; Weijun Wang; Guangtao Ran; Hongtian Chen
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Crossref

A BRB-Based Effective Fault Diagnosis Model for High-Speed Trains Running Gear Systems

IEEE Transactions on Intelligent Transportation Systems
2022-01 | Journal article
DOI: 10.1109/TITS.2020.3008266
Contributors: Chao Cheng; Jiuhe Wang; Zhijie Zhou; Wanxiu Teng; Zhongbo Sun; Bangcheng Zhang
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Crossref

Health Status Assessment for LCESs Based on Multidiscounted Belief Rule Base

IEEE Transactions on Instrumentation and Measurement
2021 | Journal article
DOI: 10.1109/TIM.2021.3067230
Contributors: Chao Cheng; Jiuhe Wang; Hongtian Chen; Zhijie Zhou; Wanxiu Teng; Bangcheng Zhang
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Crossref

Multiblock Dynamic Slow Feature Analysis-Based System Monitoring for Electrical Drives of High-Speed Trains

IEEE Transactions on Instrumentation and Measurement
2021 | Journal article
DOI: 10.1109/TIM.2021.3070593
Contributors: Chao Cheng; Xinyu Qiao; Bangcheng Zhang; Hao Luo; Yang Zhou; Hongtian Chen
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A Tutorial on Hardware-Implemented Fault Injection and Online Fault Diagnosis for High-Speed Trains

Sensors
2021-09 | Journal article | Author
DOI: 10.3390/s21175957
Contributors: Xiaoyue Yang; Xinyu Qiao; Chao Cheng; Kai Zhong; Hongtian Chen
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Multidisciplinary Digital Publishing Institute
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Enhanced Fault Diagnosis Using Broad Learning for Traction Systems in High-Speed Trains

IEEE Transactions on Power Electronics
2021-07 | Journal article
DOI: 10.1109/TPEL.2020.3043741
Contributors: Chao Cheng; Weijun Wang; Hongtian Chen; Bangcheng Zhang; Junjie Shao; Wanxiu Teng
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Crossref

A Novel Fault Detection Method for Running Gear Systems Based on Dynamic Inner Slow Feature Analysis

IEEE Access
2020 | Journal article
DOI: 10.1109/ACCESS.2020.3039464
Contributors: Yu Song; Sheng Yang; Chao Cheng; Pu Xie
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A Review of Intelligent Fault Diagnosis for High-Speed Trains: Qualitative Approaches

Entropy
2020-12 | Journal article | Author
DOI: 10.3390/e23010001
Contributors: Chao Cheng; jiu he Wang; Hongtian Chen; Zhiwen Chen; Hao Luo; Pu Xie
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Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Data-Driven Incipient Fault Detection and Diagnosis for the Running Gear in High-Speed Trains

IEEE Transactions on Vehicular Technology
2020-09 | Journal article
DOI: 10.1109/TVT.2020.3002865
Contributors: Chao Cheng; Xinyu Qiao; Hao Luo; Guijiu Wang; Wanxiu Teng; Bangcheng Zhang
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Crossref

Health Assessment of High-Speed Train Running Gear System under Complex Working Conditions Based on Data-Driven Model

Mathematical Problems in Engineering
2020-07-23 | Journal article
DOI: 10.1155/2020/9863936
Contributors: Chao Cheng; Ming Liu; Bangcheng Zhang; Xiaojing Yin; Caixin Fu; Wanxiu Teng
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