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Hongtian Chen
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A review of fault detection and diagnosis for the traction system in high-speed trains
H Chen, B Jiang
IEEE Transactions on Intelligent Transportation Systems 21 (2), 450-465, 2019
1642019
Deep PCA based real-time incipient fault detection and diagnosis methodology for electrical drive in high-speed trains
H Chen, B Jiang, N Lu, Z Mao
IEEE Transactions on Vehicular Technology 67 (6), 4819-4830, 2018
1252018
Data-driven detection and diagnosis of incipient faults in electrical drives of high-speed trains
H Chen, B Jiang, W Chen, H Yi
IEEE Transactions on Industrial Electronics 66 (6), 4716-4725, 2018
1112018
Data-driven fault diagnosis for traction systems in high-speed trains: A survey, challenges, and perspectives
H Chen, B Jiang, SX Ding, B Huang
IEEE Transactions on Intelligent Transportation Systems, 2020
1102020
An improved incipient fault detection method based on Kullback-Leibler divergence
H Chen, B Jiang, N Lu
ISA transactions 79, 127-136, 2018
812018
Probability-relevant incipient fault detection and diagnosis methodology with applications to electric drive systems
H Chen, B Jiang, SX Ding, N Lu, W Chen
IEEE Transactions on Control Systems Technology 27 (6), 2766-2773, 2018
602018
A newly robust fault detection and diagnosis method for high-speed trains
H Chen, B Jiang, N Lu
IEEE Transactions on Intelligent Transportation Systems 20 (6), 2198-2208, 2018
492018
A multi-mode incipient sensor fault detection and diagnosis method for electrical traction systems
H Chen, B Jiang, N Lu
International Journal of Control, Automation and Systems 16 (4), 1783-1793, 2018
402018
Data-driven and deep learning-based detection and diagnosis of incipient faults with application to electrical traction systems
H Chen, B Jiang, T Zhang, N Lu
Neurocomputing 396, 429-437, 2020
392020
Data-driven incipient sensor fault estimation with application in inverter of high-speed railway
H Chen, B Jiang, N Lu
Mathematical Problems in Engineering 2017, 2017
382017
Multi-mode kernel principal component analysis–based incipient fault detection for pulse width modulated inverter of China Railway High-speed 5
H Chen, B Jiang, N Lu, Z Mao
Advances in Mechanical Engineering 9 (10), 1687814017727383, 2017
342017
Data-driven detection of hot spots in photovoltaic energy systems
H Chen, H Yi, B Jiang, K Zhang, Z Chen
IEEE transactions on systems, man, and cybernetics: systems 49 (8), 1731-1738, 2019
282019
Real-time incipient fault detection for electrical traction systems of CRH2
H Chen, B Jiang, N Lu, W Chen
Neurocomputing 306, 119-129, 2018
262018
Edge computing-aided framework of fault detection for traction control systems in high-speed trains
H Chen, B Jiang, W Chen, Z Li
IEEE Transactions on Vehicular Technology 69 (2), 1309-1318, 2019
252019
Data-driven fault detection for dynamic systems with performance degradation: A unified transfer learning framework
H Chen, Z Chai, B Jiang, B Huang
IEEE Transactions on Instrumentation and Measurement 70, 1-12, 2020
242020
A broad learning aided data-driven framework of fast fault diagnosis for high-speed trains
H Chen, B Jiang, SX Ding
IEEE Intelligent Transportation Systems Magazine 13 (3), 83-88, 2020
212020
A review of intelligent fault diagnosis for high-speed trains: Qualitative approaches
C Cheng, J Wang, H Chen, Z Chen, H Luo, P Xie
Entropy 23 (1), 1, 2020
202020
Data-driven designs of fault detection systems via neural network-aided learning
H Chen, Z Chai, O Dogru, B Jiang, B Huang
IEEE Transactions on Neural Networks and Learning Systems, 2021
192021
A single-side neural network-aided canonical correlation analysis with applications to fault diagnosis
H Chen, Z Chen, Z Chai, B Jiang, B Huang
IEEE Transactions on Cybernetics, 2021
162021
A deep probabilistic transfer learning framework for soft sensor modeling with missing data
Z Chai, C Zhao, B Huang, H Chen
IEEE Transactions on Neural Networks and Learning Systems, 2021
132021
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