| An application framework of digital twin and its case study Y Zheng, S Yang, H Cheng Journal of ambient intelligence and humanized computing 10, 1141-1153, 2019 | 671 | 2019 |
| An ensemble framework based on convolutional bi-directional LSTM with multiple time windows for remaining useful life estimation T Xia, Y Song, Y Zheng, E Pan, L Xi Computers in Industry 115, 103182, 2020 | 225 | 2020 |
| A unified model for multi-class anomaly detection Z You, L Cui, Y Shen, K Yang, X Lu, Y Zheng, X Le Advances in Neural Information Processing Systems 35, 4571-4584, 2022 | 209 | 2022 |
| Multiscale similarity ensemble framework for remaining useful life prediction T Xia, J Shu, Y Xu, Y Zheng, D Wang Measurement 188, 110565, 2022 | 58 | 2022 |
| An end-to-end tabular information-oriented causality event evolutionary knowledge graph for manufacturing documents B Zhou, B Hua, X Gu, Y Lu, T Peng, Y Zheng, X Shen, J Bao Advanced Engineering Informatics 50, 101441, 2021 | 57 | 2021 |
| Adtr: Anomaly detection transformer with feature reconstruction Z You, K Yang, W Luo, L Cui, Y Zheng, X Le International Conference on Neural Information Processing, 298-310, 2022 | 51 | 2022 |
| The advance of digital twin for predictive maintenance: The role and function of machine learning C Chen, H Fu, Y Zheng, F Tao, Y Liu Journal of Manufacturing Systems 71, 581-594, 2023 | 50 | 2023 |
| A flexible manufacturing assembly system with deep reinforcement learning J Li, D Pang, Y Zheng, X Guan, X Le Control Engineering Practice 118, 104957, 2022 | 49 | 2022 |
| Application status and prospect of digital twin for on-orbit spacecraft W Yang, Y Zheng, S Li IEEE Access 9, 106489-106500, 2021 | 44 | 2021 |
| Digital twin for geometric feature online inspection system of car body-in-white Y Zheng, L Chen, X Lu, Y Sen, H Cheng International Journal of Computer Integrated Manufacturing 34 (7-8), 752-763, 2021 | 39 | 2021 |
| Fault diagnosis system of bridge crane equipment based on fault tree and Bayesian network Y Zheng, F Zhao, Z Wang The International Journal of Advanced Manufacturing Technology 105, 3605-3618, 2019 | 39 | 2019 |
| A dual attention LSTM lightweight model based on exponential smoothing for remaining useful life prediction J Shi, J Zhong, Y Zhang, B Xiao, L Xiao, Y Zheng Reliability Engineering & System Safety 243, 109821, 2024 | 37 | 2024 |
| A bio-inspired LIDA cognitive-based Digital Twin architecture for unmanned maintenance of machine tools J Lv, X Li, Y Sun, Y Zheng, J Bao Robotics and Computer-Integrated Manufacturing 80, 102489, 2023 | 35 | 2023 |
| Reinforcement learning-based distant supervision relation extraction for fault diagnosis knowledge graph construction under industry 4.0 C Chen, T Wang, Y Zheng, Y Liu, H Xie, J Deng, L Cheng Advanced Engineering Informatics 55, 101900, 2023 | 33 | 2023 |
| Remaining useful life prediction of turbofan engine based on Autoencoder-BLSTM Y Song, T Xia, Y Zheng, P Zhuo, E Pan Computer Integrated Manufacturing Systems 25 (7), 1611-1619, 2019 | 22 | 2019 |
| A digital twin framework for large comprehensive ports and a case study of Qingdao Port W Yang, X Bao, Y Zheng, L Zhang, Z Zhang, Z Zhang, L Li The International Journal of Advanced Manufacturing Technology 131 (11 …, 2024 | 20 | 2024 |
| A digital twin-driven flexible scheduling method in a human–machine collaborative workshop based on hierarchical reinforcement learning R Zhang, J Lv, J Bao, Y Zheng Flexible Services and Manufacturing Journal 35 (4), 1116-1138, 2023 | 17 | 2023 |
| An analysis method for change propagation based on product feature network L Chen, Y Zheng, J Xi, S Li Research in Engineering Design 31, 491-503, 2020 | 16 | 2020 |
| Gas turbine exhaust system health management based on recurrent neural networks F Zhao, L Chen, T Xia, Z Ye, Y Zheng Procedia CIRP 83, 630-635, 2019 | 15 | 2019 |
| Digital twin of spacecraft assembly cell and case study W Yang, Y Zheng, S Li International Journal of Computer Integrated Manufacturing 35 (3), 263-281, 2022 | 10 | 2022 |
