Hongtian Chen

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

Hongtian Chen, Steven X. Ding, Biao Huang · IEEE Transactions on Intelligent Transportation Systems · 2020 · 508 citations

Engineering, Systems Engineering, Machine Learning +16

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

Hongtian Chen, Zhigang Liu, Cesare Alippi et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 191 citations · Full text

Computing, Computer Science, Systems Engineering +17

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

Hongtian Chen, Bin Jiang, Ningyun Lu et al. · IEEE Transactions on Vehicular Technology · 2018 · 189 citations

Computing, Computer Science, Electrical Engineering +17

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

Hongtian Chen, Hao Luo, Biao Huang et al. · IEEE Transactions on Neural Networks and Learning Systems · 2023 · 172 citations

Engineering, Computer Science, Industrial Engineering +13

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

Hongtian Chen, Wen Chen, Hui Yi · IEEE Transactions on Industrial Electronics · 2018 · 171 citations

Computing, Computer Science, Electrical Engineering +17