| 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 | 597 | 2022 |
| Domain adversarial transfer network for cross-domain fault diagnosis of rotary machinery Z Chen, G He, J Li, Y Liao, K Gryllias, W Li IEEE Transactions on Instrumentation and Measurement 69 (11), 8702-8712, 2020 | 240 | 2020 |
| 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 | 182 | 2020 |
| Fault feature extraction of rolling element bearings using sparse representation G He, K Ding, H Lin Journal of Sound and Vibration 366, 514-527, 2016 | 169 | 2016 |
| A novel weighted adversarial transfer network for partial domain fault diagnosis of machinery W Li, Z Chen, G He IEEE Transactions on Industrial Informatics 17 (3), 1753-1762, 2020 | 165 | 2020 |
| 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 | 120 | 2020 |
| Semisupervised distance-preserving self-organizing map for machine-defect detection and classification W Li, S Zhang, G He IEEE Transactions on Instrumentation and Measurement 62 (5), 869-879, 2013 | 113 | 2013 |
| A novel order tracking method for wind turbine planetary gearbox vibration analysis based on discrete spectrum correction technique G He, K Ding, W Li, X Jiao Renewable Energy 87, 364-375, 2016 | 109 | 2016 |
| Non-stationary vibration feature extraction method based on sparse decomposition and order tracking for gearbox fault diagnosis Y Li, K Ding, G He, X Jiao Measurement 124, 453-469, 2018 | 107 | 2018 |
| Vibration mechanisms of spur gear pair in healthy and fault states Y Li, K Ding, G He, H Lin Mechanical Systems and Signal Processing 81, 183-201, 2016 | 99 | 2016 |
| Dynamics modeling and vibration modulation signal analysis of wind turbine planetary gearbox with a floating sun gear G He, K Ding, X Wu, X Yang Renewable Energy 139, 718-729, 2019 | 63 | 2019 |
| Rolling bearing fault diagnosis using impulse feature enhancement and nonconvex regularization H Lin, F Wu, G He Mechanical Systems and Signal Processing 142, 106790, 2020 | 59 | 2020 |
| Vibration fault features of planetary gear train with cracks under time-varying flexible transfer functions F Jiang, K Ding, G He, Y Sun, L Wang Mechanism and Machine Theory 158, 104237, 2021 | 58 | 2021 |
| Sparse dictionary design based on edited cepstrum and its application in rolling bearing fault diagnosis F Jiang, K Ding, G He, C Du Journal of Sound and Vibration 490, 115704, 2021 | 55 | 2021 |
| Frequency response model and mechanism for wind turbine planetary gear train vibration analysis G He, K Ding, W Li, Y Li IET Renewable Power Generation 11 (4), 425-432, 2017 | 51 | 2017 |
| Transfer mechanism analysis of injected voltage harmonic and its effect on current harmonic regulation in FOC PMSM Z Wu, Z Yang, K Ding, G He IEEE Transactions on Power Electronics 37 (1), 820-829, 2021 | 48 | 2021 |
| Gearbox coupling modulation separation method based on match pursuit and correlation filtering G He, K Ding, H Lin Mechanical systems and signal processing 66, 597-611, 2016 | 48 | 2016 |
| 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 | 47 | 2023 |
| A novel digital twin-driven approach based on physical-virtual data fusion for gearbox fault diagnosis J Xia, R Huang, Z Chen, G He, W Li Reliability Engineering & System Safety 240, 109542, 2023 | 46 | 2023 |
| Vibration modulation sidebands mechanisms of equally-spaced planetary gear train with a floating sun gear Y Li, K Ding, G He, X Yang Mechanical Systems and Signal Processing 129, 70-90, 2019 | 45 | 2019 |
Kang DingSouth China University of TechnologyVerified email at scut.edu.cn