| In-situ fault diagnosis for the harmonic reducer of industrial robots via multi-scale mixed convolutional neural networks Y He, J Chen, X Zhou, S Huang Journal of Manufacturing Systems 66, 233-247, 2023 | 41 | 2023 |
| Harmonic reducer in-situ fault diagnosis for industrial robots based on deep learning X Zhou, HC Zhou, YM He, SF Huang, ZH Zhu, JH Chen Science China Technological Sciences 65 (9), 2116-2126, 2022 | 35 | 2022 |
| In-situ fault detection for the spindle motor of CNC machines via multi-stage residual fusion convolution neural networks Y He, H Xiang, H Zhou, J Chen Computers in Industry 145, 103810, 2023 | 20 | 2023 |
| MSRCN: A cross-machine diagnosis method for the CNC spindle motors with compound faults Y He, W Shen Expert Systems with Applications 233, 120957, 2023 | 18 | 2023 |
| MJAR: A novel joint generalization-based diagnosis method for industrial robots with compound faults Y He, C Zhao, X Zhou, W Shen Robotics and Computer-Integrated Manufacturing 86, 102668, 2024 | 12 | 2024 |
| MSiT: A cross-machine fault diagnosis model for machine-level CNC spindle motors Y He, W Shen IEEE Transactions on Reliability, 2023 | 11 | 2023 |
| Cross-Domain Compound Fault Diagnosis of Machine-Level Motors via Time–Frequency Self-Contrastive Learning Y He, C Zhao, W Shen IEEE Transactions on Industrial Informatics, 2024 | 5 | 2024 |
| ProbSparse Attention-based Fault Diagnosis for Industrial Robots Under Different Working Conditions Y Wang, Y He, B Kang, J Liu, C Sun IEEE Transactions on Instrumentation and Measurement, 2024 | 4 | 2024 |
| A federated cross-machine diagnostic framework for machine-level motors with extreme label shortage Y He, W Shen Advanced Engineering Informatics 61, 102511, 2024 | 3 | 2024 |
| A Shape-constrained Transfer Temporal Transformer Network for remaining useful life prediction of rotating machines W Song, Y He, X Li, L Gao, W Shen Measurement 224, 113857, 2024 | 3 | 2024 |
| CFSPT: A lightweight cross-machine model for compound fault diagnosis of machine-level motors Y He, W Shen Information Fusion 111, 102490, 2024 | 1 | 2024 |
| FedITA: A cloud–edge collaboration framework for domain generalization-based federated fault diagnosis of machine-level industrial motors Y He, W Shen Advanced Engineering Informatics 62, 102853, 2024 | 1 | 2024 |
| Agent‐based digital twins for collaborative machine intelligence solutions Y He, W Shen IET Collaborative Intelligent Manufacturing 7 (1), e70018, 2025 | | 2025 |
Weiming ShenHuazhong University of Science and TechnologyVerified email at ieee.org