Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study Z Zhao, T Li, J Wu, C Sun, S Wang, R Yan, X Chen ISA Transactions 107, 224-255, 2020 | 359 | 2020 |
Few-shot transfer learning for intelligent fault diagnosis of machine J Wu, Z Zhao, C Sun, R Yan, X Chen Measurement 166, 108202, 2020 | 214 | 2020 |
Challenges and opportunities of AI-enabled monitoring, diagnosis & prognosis: A review Z Zhao, J Wu, T Li, C Sun, R Yan, X Chen Chinese Journal of Mechanical Engineering 34 (1), 56, 2021 | 106 | 2021 |
Fault-attention generative probabilistic adversarial autoencoder for machine anomaly detection J Wu, Z Zhao, C Sun, R Yan, X Chen IEEE Transactions on Industrial Informatics 16 (12), 7479-7488, 2020 | 102 | 2020 |
Learning from class-imbalanced data with a model-agnostic framework for machine intelligent diagnosis J Wu, Z Zhao, C Sun, R Yan, X Chen Reliability Engineering & System Safety 216, 107934, 2021 | 46 | 2021 |
Probabilistic remaining useful life prediction based on deep convolutional neural network Z Zhao, J Wu, D Wong, C Sun, R Yan TESConf, 2020 | 23 | 2020 |
Inter-instance and intra-temporal self-supervised learning with few labeled data for fault diagnosis C Hu, J Wu, C Sun, R Yan, X Chen IEEE Transactions on Industrial Informatics, 2022 | 22 | 2022 |
Global prior transformer network in intelligent borescope inspection for surface damage detection of aero-engine blade H Shang, J Wu, C Sun, J Liu, X Chen, R Yan IEEE Transactions on Industrial Informatics, 2022 | 15 | 2022 |
Ss-InfoGAN for class-imbalance classification of bearing faults J Wu, Z Zhao, C Sun, R Yan, X Chen Procedia Manufacturing 49, 99-104, 2020 | 13 | 2020 |
Deep clustering variational network for helicopter regime recognition in HUMS J Wu, C Sun, C Zhang, X Chen, R Yan Aerospace science and technology 124, 107553, 2022 | 10 | 2022 |
Robust supervised contrastive learning for fault diagnosis under different noises and conditions C Hu, J Wu, C Sun, R Yan, X Chen 2021 International Conference on Sensing, Measurement & Data Analytics in …, 2021 | 7 | 2021 |
Aircraft flight regime recognition with deep temporal segmentation neural network J Wu, C Hu, C Sun, X Chen, R Yan Engineering Applications of Artificial Intelligence 120, 105840, 2023 | 6 | 2023 |
Sparsity⁃Assisted Intelligent Condition Monitoring Method for Aero⁃engine Main Shaft Bearing B Ding, J Wu, C Sun, S Wang, X Chen, yinghong Li Transactions of Nanjing University of Aeronautics & Astronautics 37 (4), 508-516, 2020 | 3 | 2020 |
Helicopter transmission system anomaly detection in variable flight regimes with decoupling variational autoencoder J Wu, C Hu, C Sun, Z Zhao, R Yan, X Chen Aerospace Science and Technology 144, 108764, 2024 | 1 | 2024 |
Machine anomaly detection under changing working condition with syncretic self-regression auto-encoder J Wu, Z Zhao, H Shang, C Sun, R Yan, X Chen 2021 IEEE International Instrumentation and Measurement Technology …, 2021 | 1 | 2021 |
稀疏驱动的航空发动机主轴承智能监测研究 (英文) 丁宝庆, 武靖耀, 孙闯, 王诗彬, 陈雪峰, 李应红 Transactions of Nanjing University of Aeronautics and Astronautics, 2020 | | 2020 |
稀疏驱动的航空发动机主轴承智能监测研究 丁宝庆, 武靖耀, 孙闯, 王诗彬, 陈雪峰, 李应红 南京航空航天大学学报: 英文版 37 (4), 508-516, 2020 | | 2020 |