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 | 1748 | 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 | 683 | 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 | 181 | 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 | 98 | 2019 |
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 | 82 | 2022 |
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 | 81 | 2022 |
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 | 63 | 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 | 55 | 2021 |
Intelligent machinery fault diagnosis with event-based camera X Li, S Yu, Y Lei, N Li, B Yang IEEE Transactions on Industrial Informatics, 2023 | 48 | 2023 |
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 | 34 | 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 | 33 | 2022 |
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 | 25 | 2018 |
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 | 12 | 2018 |
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 | 11 | 2023 |
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 | 9 | 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 | 9 | 2019 |
A cooperation analysis method using internal and external features for mechanical and electro-hydraulic system L Gu, B Yang IEEE Access 7, 10491-10504, 2019 | 9 | 2019 |
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 | 7 | 2023 |
A new nonparametric degradation modeling method for truncated degradation signals by axis rotation N Li, Y Lei, X Li, X Liu, B Yang Mechanical Systems and Signal Processing 192, 110213, 2023 | 4 | 2023 |
A multi-sensor relation model for recognizing and localizing faults of machines based on network analysis S Wang, Y Lei, N Lu, X Li, B Yang Frontiers of Mechanical Engineering 18 (2), 20, 2023 | 4 | 2023 |