| Applications of machine learning to machine fault diagnosis: A review and roadmap Y Lei, B Yang, X Jiang, F Jia, N Li, AK Nandi Mechanical systems and signal processing 138, 106587, 2020 | 2101 | 2020 |
| An intelligent fault diagnosis approach based on transfer learning from laboratory bearings to locomotive bearings B Yang, Y Lei, F Jia, S Xing Mechanical Systems and Signal Processing 122, 692-706, 2019 | 780 | 2019 |
| A polynomial kernel induced distance metric to improve deep transfer learning for fault diagnosis of machines B Yang, Y Lei, F Jia, N Li, Z Du IEEE Transactions on Industrial Electronics 67 (11), 9747-9757, 2019 | 212 | 2019 |
| Deep transfer diagnosis method for machinery in big data era 雷亚国， 杨彬， 杜兆钧， 吕娜 Journal of Mechanical Engineering 55 (7), 1-8, 2019 | 114 | 2019 |
| Remaining useful life prediction with partial sensor malfunctions using deep adversarial networks X Li, Y Xu, N Li, B Yang, Y Lei IEEE/CAA Journal of Automatica Sinica 10 (1), 121-134, 2022 | 102 | 2022 |
| Multi-source transfer learning network to complement knowledge for intelligent diagnosis of machines with unseen faults B Yang, S Xu, Y Lei, CG Lee, E Stewart, C Roberts Mechanical Systems and Signal Processing 162, 108095, 2022 | 101 | 2022 |
| Intelligent machinery fault diagnosis with event-based camera X Li, S Yu, Y Lei, N Li, B Yang IEEE Transactions on Industrial Informatics 20 (1), 380-389, 2023 | 90 | 2023 |
| Deep partial transfer learning network: A method to selectively transfer diagnostic knowledge across related machines B Yang, CG Lee, Y Lei, N Li, N Lu Mechanical Systems and Signal Processing 156, 107618, 2021 | 76 | 2021 |
| Adaptive knowledge transfer by continual weighted updating of filter kernels for few-shot fault diagnosis of machines S Xing, Y Lei, B Yang, N Lu IEEE Transactions on Industrial Electronics 69 (2), 1968-1976, 2021 | 66 | 2021 |
| Deep targeted transfer learning along designable adaptation trajectory for fault diagnosis across different machines B Yang, Y Lei, X Li, C Roberts IEEE Transactions on Industrial Electronics 70 (9), 9463-9473, 2022 | 62 | 2022 |
| An optimal transport-embedded similarity measure for diagnostic knowledge transferability analytics across machines B Yang, Y Lei, S Xu, CG Lee IEEE Transactions on Industrial Electronics 69 (7), 7372-7382, 2021 | 44 | 2021 |
| Targeted transfer learning through distribution barycenter medium for intelligent fault diagnosis of machines with data decentralization B Yang, Y Lei, X Li, N Li Expert Systems with Applications 244, 122997, 2024 | 36 | 2024 |
| A transfer learning method for intelligent fault diagnosis from laboratory machines to real-case machines B Yang, Y Lei, F Jia, S Xing 2018 international conference on sensing, diagnostics, prognostics, and …, 2018 | 28 | 2018 |
| Dynamic vision enabled contactless cross-domain machine fault diagnosis with neuromorphic computing X Chen, X Li, S Yu, Y Lei, N Li, B Yang IEEE/CAA Journal of Automatica Sinica 11 (3), 788-790, 2024 | 27 | 2024 |
| A comprehensive review on self-powered smart bearings Y Zhang, W Wang, X Wu, Y Lei, J Cao, C Bowen, S Bader, B Yang Renewable and Sustainable Energy Reviews 183, 113446, 2023 | 19 | 2023 |
| A graph neural network-based data cleaning method to prevent intelligent fault diagnosis from data contamination S Wang, Y Lei, B Yang, X Li, Y Shu, N Lu Engineering Applications of Artificial Intelligence 126, 107071, 2023 | 15 | 2023 |
| Label Recovery and Trajectory Designable Network for Transfer Fault Diagnosis of Machines With Incorrect Annotation B Yang, Y Lei, X Li, N Li, AK Nandi IEEE/CAA Journal of Automatica Sinica 11 (4), 932–945, 2024 | 14 | 2024 |
| A hybrid transfer learning method for fault diagnosis of machinery under variable operating conditions Z Du, B Yang, Y Lei, X Li, N Li 2019 Prognostics and System Health Management Conference (PHM-Qingdao), 1-5, 2019 | 13 | 2019 |
| A new evaluation method on hydraulic system using the instantaneous speed fluctuation of hydraulic motor Y Liu, L Gu, B Yang, S Wang, H Yuan Proceedings of the Institution of Mechanical Engineers, Part C: Journal of …, 2018 | 13 | 2018 |
| An Optimal-Subdomain Generalization Method for Remaining Useful Life Prediction of Machinery Under Time-Varying Operation Conditions X Liu, Y Lei, N Li, X Li, B Yang IEEE Transactions on Industrial Informatics, 2023 | 10 | 2023 |
Yaguo Lei / 雷亚国Professor of Mechanical Engineering, State Key Laboratory for Manufacturing Systems Engineering, Xi’an Jiaotong UniversityEmail verificata su mail.xjtu.edu.cn