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- Quan Qian, Jun Luo, Yi Qin*. Heterogeneous federated domain generalization network with common representation learning for cross-load machinery fault diagnosis. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2024, DOI: 10.1109/TSMC.2024.3408058.
- Jianghong Zhou, Junyu Qi, Dingliang Chen, Yi Qin*. Continuous remaining useful life prediction by self-guided attention convolutional neural network and memory consciousness adjustment. IEEE Internet of Things Journal, 2024, DOI: 10.1109/JIOT.2024.3421673.
- Quan Qian, Huayan Pu, Tianjia Tu, Yi Qin*. Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis. Mechanical Systems and Signal Processing, 2024, 217: 111544.
- Yi Qin, Hongyu Liu, Yongfang Mao*. Faulty rolling bearing digital twin model and its application in fault diagnosis with imbalanced samples. Advanced Engineering Informatics, 2024, 61: 102513.
- Quan Qian, Jun Luo, Yi Qin*. Adaptive intermediate class-wise distribution alignment: a universal domain adaptation and generalization method for machine fault diagnosis. IEEE Transactions on Neural Networks and Learning Systems, 2024, in press, DOI: 10.1109/TNNLS.2024.3376449.
- Biao He, Quan Qian, Yi Qin*. Feature enhancement via linear transformation and its application in fault diagnosis. IEEE Internet of Things Journal, 2024, in press, DOI: 10.1109/JIOT.2024.3378701.
- Yi Qin, Hongyu Liu, Yi Wang, Yongfang Mao. Inverse physics-informed neural networks for digital-twin-based bearing fault diagnosis under imbalanced samples. Knowledge-Based Systems, 2024, 292: 111641.
- Yi Qin, Lv Wang, Quan Qian, Yongfang Mao*. Zero-shot attribute consistent model for bearing fault diagnosis under unknown domain. IEEE Transactions on Instrumentation and Measurement, 2024, DOI: 10.1109/TIM.2024.3378256.
- Dejun Xi, Lei Hou, Fei Wu, Yi Qin*. Deep learning-based inpainting of high dynamic range fringe pattern for high-speed 3D measurement of industrial metal parts. Advanced Engineering Informatics, 2024, 60: 102428.
- Yi Qin, Zhengyi Wang, Quan Qian, Yi Wang, Jun Luo. Discriminative manifold domain adaptation for cross-domain fault diagnosis of rotating machineries. Knowledge-Based Systems, 2024, 285: 111332.
- Yi Qin, Jianghong Zhou, Dengyu Xiao, Chengjin Qin, Quan Qian. High-precision cutterhead torque prediction for tunnel boring machines using an attention-based embedded LSTM neural network. Measurement, 2024, 224: 113888
- Sheng Xiang, Penghua Li, Yi Huang, Jun Luo, Yi Qin*. Single gated RNN with differential weighted information storage mechanism and its application to machine RUL prediction. Reliability Engineering and System Safety, 2024, 242: 109741.
- Quan Qian, Yi Wang, Taisheng Zhang, Yi Qin*. Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis. Knowledge-Based Systems, 2023, 276: 110748.
- Peiyu Cao, Qirui Li, Ke Feng, Yi Qin*. Dynamic modeling of spur gear transmission system with evolutive coupling fault of fatigue crack and wear. Engineering Failure Analysis, 2024, 156: 107820.
- Sheng Xiang, Penghua Li, Jun Luo, Yi Qin*. Micro transfer learning mechanism for cross-domain equipment RUL prediction. IEEE Transactions on Automation Science and Engineering, 2024, in press