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Ruyi Huang / 黄如意
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A perspective survey on deep transfer learning for fault diagnosis in industrial scenarios: Theories, applications and challenges
W Li, R Huang, J Li, Y Liao, Z Chen, G He, R Yan, K Gryllias
Mechanical Systems and Signal Processing 167, 108487, 2022
4122022
Deep decoupling convolutional neural network for intelligent compound fault diagnosis
R Huang, Y Liao, S Zhang, W Li
Ieee Access 7, 1848-1858, 2018
1742018
A two-stage transfer adversarial network for intelligent fault diagnosis of rotating machinery with multiple new faults
J Li, R Huang, G He, Y Liao, Z Wang, W Li
IEEE/ASME Transactions on Mechatronics 26 (3), 1591-1601, 2020
1402020
Deep semisupervised domain generalization network for rotary machinery fault diagnosis under variable speed
Y Liao, R Huang, J Li, Z Chen, W Li
IEEE Transactions on Instrumentation and Measurement 69 (10), 8064-8075, 2020
1392020
Deep adversarial capsule network for compound fault diagnosis of machinery toward multidomain generalization task
R Huang, J Li, Y Liao, J Chen, Z Wang, W Li
IEEE Transactions on Instrumentation and Measurement 70, 1-11, 2020
1312020
A deep adversarial transfer learning network for machinery emerging fault detection
J Li, R Huang, G He, S Wang, G Li, W Li
IEEE Sensors Journal 20 (15), 8413-8422, 2020
992020
A robust weight-shared capsule network for intelligent machinery fault diagnosis
R Huang, J Li, S Wang, G Li, W Li
IEEE Transactions on Industrial Informatics 16 (10), 6466-6475, 2020
992020
A multi-source weighted deep transfer network for open-set fault diagnosis of rotary machinery
Z Chen, Y Liao, J Li, R Huang, L Xu, G Jin, W Li
IEEE Transactions on Cybernetics 53 (3), 1982-1993, 2022
812022
Deep ensemble capsule network for intelligent compound fault diagnosis using multisensory data
R Huang, J Li, W Li, L Cui
IEEE Transactions on Instrumentation and Measurement 69 (5), 2304-2314, 2019
802019
Multiscale convolutional neural network with feature alignment for bearing fault diagnosis
J Chen, R Huang, K Zhao, W Wang, L Liu, W Li
IEEE Transactions on Instrumentation and Measurement 70, 1-10, 2021
762021
Federated transfer learning for bearing fault diagnosis with discrepancy-based weighted federated averaging
J Chen, J Li, R Huang, K Yue, Z Chen, W Li
IEEE Transactions on Instrumentation and Measurement 71, 1-11, 2022
642022
Transfer learning algorithms for bearing remaining useful life prediction: A comprehensive review from an industrial application perspective
J Chen, R Huang, Z Chen, W Mao, W Li
Mechanical Systems and Signal Processing 193, 110239, 2023
372023
WavCapsNet: An interpretable intelligent compound fault diagnosis method by backward tracking
W Li, H Lan, J Chen, K Feng, R Huang
IEEE Transactions on Instrumentation and Measurement, 2023
362023
Dynamic distribution adaptation based transfer network for cross domain bearing fault diagnosis
Y Liao, R Huang, J Li, Z Chen, W Li
Chinese Journal of Mechanical Engineering 34 (1), 52, 2021
292021
Aero-engine remaining useful life prediction method with self-adaptive multimodal data fusion and cluster-ensemble transfer regression
J Chen, D Li, R Huang, Z Chen, W Li
Reliability Engineering & System Safety 234, 109151, 2023
272023
Compound fault diagnosis for rotating machinery: State-of-the-art, challenges, and opportunities
R Huang, J Xia, B Zhang, Z Chen, W Li
Journal of Dynamics, Monitoring and Diagnostics, 13-29, 2023
272023
Deep continual transfer learning with dynamic weight aggregation for fault diagnosis of industrial streaming data under varying working conditions
J Li, R Huang, Z Chen, G He, KC Gryllias, W Li
Advanced Engineering Informatics 55, 101883, 2023
212023
Federated learning for bearing fault diagnosis with dynamic weighted averaging
J Chen, J Li, R Huang, K Yue, Z Chen, W Li
2021 International Conference on Sensing, Measurement & Data Analytics in …, 2021
192021
An Intelligent Compound Fault Diagnosis Method Using One-Dimensional Deep Convolutional Neural Network with Multi-Label Classifier
R Huang, W Li, L Cui
2019 IEEE International Instrumentation and Measurement Technology …, 2019
192019
Deep self-supervised domain adaptation network for fault diagnosis of rotating machine with unlabeled data
J Li, R Huang, J Chen, J Xia, Z Chen, W Li
IEEE Transactions on Instrumentation and Measurement 71, 1-9, 2022
182022
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