| Gated dual attention unit neural networks for remaining useful life prediction of rolling bearings Y Qin, D Chen, S Xiang, C Zhu IEEE Transactions on Industrial Informatics, 2020 | 219 | 2020 |
| Health indicator construction by quadratic function-based deep convolutional auto-encoder and its application into bearing RUL prediction D Chen, Y Qin, Y Wang, J Zhou ISA transactions 114, 44-56, 2021 | 143 | 2021 |
| Remaining useful life prediction of bearings by a new reinforced memory GRU network J Zhou, Y Qin, D Chen, F Liu, Q Qian Advanced Engineering Informatics 53, 101682, 2022 | 90 | 2022 |
| Unsupervised health indicator construction by a novel degradation-trend-constrained variational autoencoder and its applications Y Qin, J Zhou, D Chen IEEE/ASME Transactions on Mechatronics 27 (3), 1447-1456, 2021 | 83 | 2021 |
| Transfer life prediction of gears by cross-domain health indicator construction and multi-hierarchical long-term memory augmented network D Chen, Y Qin, Q Qian, Y Wang, F Liu Reliability Engineering & System Safety 230, 108916, 2023 | 31 | 2023 |
| Gated adaptive hierarchical attention unit neural networks for the life prediction of servo motors D Chen, Y Qin, J Luo, S Xiang IEEE Transactions on Industrial Electronics 69 (9), 9451-9461, 2021 | 29 | 2021 |
| A novel transfer gear life prediction method by the cross-condition health indicator and nested hierarchical binary-valued network D Chen, W Cai, H Yu, F Wu, Y Qin Reliability Engineering & System Safety 237, 109390, 2023 | 17 | 2023 |
| Fault detection of offshore wind turbine gearboxes based on deep adaptive networks via considering Spatio-temporal fusion Y Zhu, C Zhu, J Tan, C Song, D Chen, J Zheng Renewable Energy 200, 1023-1036, 2022 | 11 | 2022 |
| Multi-layer convolutional dictionary learning network for signal denoising and its application to explainable rolling bearing fault diagnosis Y Qin, R Yang, B He, D Chen, Y Mao ISA transactions 147, 55-70, 2024 | 9 | 2024 |
| Continuous remaining useful life prediction by self-guided attention convolutional neural network and memory consciousness adjustment J Zhou, J Qi, D Chen, Y Qin IEEE internet of things journal, 2024 | 4 | 2024 |
| A lognormal-normal mixture model for unsupervised health indicator construction and its application into gear remaining useful life prediction D Chen, F Wu, Y Wang, Y Qin Mechanical Systems and Signal Processing 220, 111699, 2024 | 3 | 2024 |
| Benchmark transformation neural network for health indicator construction under time-varying speed and its application in machinery prognostics J Yang, J Zhou, Y Chai, D Chen, Y Qin Reliability Engineering & System Safety 257, 110823, 2025 | | 2025 |
| Unsupervised health indicator fusing time and frequency domain information and its application to remaining useful life prediction D Chen, J Zhou, Y Qin IEEE Transactions on Instrumentation and Measurement, 2025 | | 2025 |
| A zero-shot attribute-embedded model with a feature difference mapping sigmoid function for compound fault diagnosis of rotating machinery L Wang, D Chen, Y Mao, Y Qin ISA transactions, 2024 | | 2024 |
| Unsupervised health indicator construction by a new Gaussian-student’s t-distribution mixture model and its application D Chen, Y Chai, Y Mao, Y Qin Advanced Engineering Informatics 62, 102863, 2024 | | 2024 |
Yi QinChongqing UniversityVerified email at cqu.edu.cn