| 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 | 414 | 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 | 200 | 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 | 159 | 2016 |
| 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 | 140 | 2020 |
| 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 | 128 | 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 | 110 | 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 | 101 | 2016 |
| 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 | 100 | 2020 |
| 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 | 100 | 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 | 94 | 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 | 54 | 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 | 52 | 2020 |
| 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 | 48 | 2017 |
| 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 |
| 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 | 44 | 2021 |
| 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 | 41 | 2021 |
| Phenomenon-model-based AM-FM vibration mechanism of faulty spur gear X Yang, K Ding, G He Mechanical Systems and Signal Processing 134, 106366, 2019 | 39 | 2019 |
| 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 | 39 | 2019 |
| Double-dictionary signal decomposition method based on split augmented Lagrangian shrinkage algorithm and its application in gearbox hybrid faults diagnosis X Yang, K Ding, G He, Y Li Journal of Sound and Vibration 432, 484-501, 2018 | 34 | 2018 |
| A novel impact feature extraction method based on EMD and sparse decomposition for gear local fault diagnosis Z Liu, K Ding, H Lin, G He, C Du, Z Chen Machines 10 (4), 242, 2022 | 30 | 2022 |
