| A systematic review on imbalanced learning methods in intelligent fault diagnosis Z Ren, T Lin, K Feng, Y Zhu, Z Liu, K Yan IEEE Transactions on Instrumentation and Measurement 72, 1-35, 2023 | 120 | 2023 |
| CCFT: The convolution and cross-fusion transformer for fault diagnosis of bearings T Lin, Y Zhu, Z Ren, K Huang, D Gao IEEE/ASME Transactions on Mechatronics 29 (3), 2161-2172, 2023 | 10 | 2023 |
| Match-reinforcement learning with time frequency selection for bearing fault diagnosis J Wang, D Gao, Y Zhu, Z Ren, R Zhao, T Lin, K Yan, J Hong Measurement Science and Technology 34 (12), 125005, 2023 | 7 | 2023 |
| 基于 Transformer 的智能轴承声-振融合故障诊断. 林昙涛， 牛青波， 马天旭， 王强， 朱永生 Bearing, 2023 | 5 | 2023 |
| An Improved Fault Diagnosis Method for Rolling Bearings Based on 1D_CNN Considering Noise and Working Condition Interference K Huang, L Zhu, Z Ren, T Lin, L Zeng, J Wan, Y Zhu Machines 12 (6), 383, 2024 | 4 | 2024 |
| Sound-based intelligent detection of FOD in the final assembly of rocket tanks T Lin, Y Zhu, Z Ren, K Huang, X Zhang, K Yan, S Huang Machines 11 (2), 187, 2023 | 3 | 2023 |
| Gradient harmonized loss: Improving the performance of intelligent diagnosis models in large imbalance scenarios Z Ren, W Su, T Lin, R Zhang, Y Zhu, K Yan, J Hong 2022 IEEE International Conference on Prognostics and Health Management …, 2022 | 2 | 2022 |
| Intra-domain self generalization network for intelligent fault diagnosis of bearings under unseen working conditions K Huang, Z Ren, L Zhu, T Lin, Y Zhu, L Zeng, J Wan Advanced Engineering Informatics 64, 102997, 2025 | 1 | 2025 |
| A three-stage bearing transfer fault diagnosis method for large domain shift scenarios K Huang, Z Ren, L Zhu, T Lin, Y Zhu, L Zeng, J Wan Reliability Engineering & System Safety 254, 110641, 2025 | | 2025 |
| A Systematic Review of Multi-Sensor Information Fusion for Equipment Fault Diagnosis T Lin, Z Ren, L Zhu, Y Zhu, K Feng, W Ding, K Yan, M Beer IEEE Transactions on Instrumentation and Measurement, 2025 | | 2025 |
| Neural architecture search for multi-sensor information fusion-based intelligent fault diagnosis T Lin, Z Ren, L Zhu, K Huang, Y Zhu, L Zeng, J Wan Advanced Engineering Informatics 62, 102776, 2024 | | 2024 |
| A Summary of Rotational Speed Measurement Techniques for Bearing and Rotor Systems—Part II Z Ren, T Lin, Y Zhu, J Hong, K Feng International conference on the Efficiency and Performance Engineering …, 2023 | | 2023 |
| A robust FOD acoustic detection method for rocket tank final assembly process T Lin, Y Zhu, X Zhang, K Huang, K Yan Applied Acoustics 211, 109479, 2023 | | 2023 |
