A novel time–frequency Transformer based on self–attention mechanism and its application in fault diagnosis of rolling bearings Y Ding, M Jia, Q Miao, Y Cao Mechanical Systems and Signal Processing 168, 108616, 2022 | 297 | 2022 |
A novel temporal convolutional network with residual self-attention mechanism for remaining useful life prediction of rolling bearings Y Cao, Y Ding, M Jia, R Tian Reliability Engineering & System Safety 215, 107813, 2021 | 250 | 2021 |
Self-supervised pretraining via contrast learning for intelligent incipient fault detection of bearings Y Ding, J Zhuang, P Ding, M Jia Reliability Engineering & System Safety 218, 108126, 2022 | 161 | 2022 |
Transfer learning for remaining useful life prediction of multi-conditions bearings based on bidirectional-GRU network Y Cao, M Jia, P Ding, Y Ding Measurement 178, 109287, 2021 | 160 | 2021 |
Intelligent fault diagnosis of gearbox under variable working conditions with adaptive intraclass and interclass convolutional neural network X Zhao, J Yao, W Deng, P Ding, Y Ding, M Jia, Z Liu IEEE Transactions on Neural Networks and Learning Systems 34 (9), 6339-6353, 2022 | 151 | 2022 |
Deep imbalanced domain adaptation for transfer learning fault diagnosis of bearings under multiple working conditions Y Ding, M Jia, J Zhuang, Y Cao, X Zhao, CG Lee Reliability Engineering & System Safety 230, 108890, 2023 | 131 | 2023 |
Remaining useful life estimation using deep metric transfer learning for kernel regression Y Ding, M Jia, Q Miao, P Huang Reliability Engineering & System Safety 212, 107583, 2021 | 117 | 2021 |
Transfer learning for remaining useful life prediction across operating conditions based on multisource domain adaptation Y Ding, P Ding, X Zhao, Y Cao, M Jia IEEE/ASME Transactions on Mechatronics 27 (5), 4143-4152, 2022 | 80 | 2022 |
Remaining useful life estimation under multiple operating conditions via deep subdomain adaptation Y Ding, M Jia, Y Cao IEEE Transactions on Instrumentation and Measurement 70, 1-11, 2021 | 78 | 2021 |
Convolutional transformer: An enhanced attention mechanism architecture for remaining useful life estimation of bearings Y Ding, M Jia IEEE Transactions on Instrumentation and Measurement 71, 1-10, 2022 | 72 | 2022 |
Temporal convolution-based transferable cross-domain adaptation approach for remaining useful life estimation under variable failure behaviors J Zhuang, M Jia, Y Ding, P Ding Reliability Engineering & System Safety 216, 107946, 2021 | 55 | 2021 |
Domain generalization via adversarial out-domain augmentation for remaining useful life prediction of bearings under unseen conditions Y Ding, M Jia, Y Cao, P Ding, X Zhao, CG Lee Knowledge-Based Systems 261, 110199, 2023 | 54 | 2023 |
A novel remaining useful life prediction method of rolling bearings based on deep transfer auto-encoder Y Ding, P Ding, M Jia IEEE Transactions on Instrumentation and Measurement 70, 1-12, 2021 | 48 | 2021 |
Incremental learning for remaining useful life prediction via temporal cascade broad learning system with newly acquired data Y Cao, M Jia, P Ding, X Zhao, Y Ding IEEE Transactions on Industrial Informatics 19 (4), 6234-6245, 2022 | 45 | 2022 |
Health assessment of rotating equipment with unseen conditions using adversarial domain generalization toward self-supervised regularization learning J Zhuang, M Jia, Y Ding, X Zhao IEEE/ASME Transactions on Mechatronics 27 (6), 4675-4685, 2022 | 36 | 2022 |
Deep imbalanced regression using cost-sensitive learning and deep feature transfer for bearing remaining useful life estimation Y Ding, M Jia, J Zhuang, P Ding Applied Soft Computing 127, 109271, 2022 | 31 | 2022 |
Complex domain extension network with multi-channels information fusion for remaining useful life prediction of rotating machinery Y Cao, M Jia, Y Ding, X Zhao, P Ding, L Gu Mechanical Systems and Signal Processing 192, 110190, 2023 | 28 | 2023 |
Research on surface segregation and overall segregation of particles in a rotating drum based on stacked image P Huang, Q Miao, Y Ding, G Sang, M Jia Powder Technology 382, 162-172, 2021 | 25 | 2021 |
A convolutional transformer architecture for remaining useful life estimation Y Ding, M Jia 2021 Global Reliability and Prognostics and Health Management (PHM-Nanjing), 1-7, 2021 | 22 | 2021 |
A novel approach of evaluating crushing energy in ball mills using regional total energy P Huang, Y Ding, L Wu, S Fu, M Jia Powder Technology 355, 289-299, 2019 | 20 | 2019 |