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

Zhou Jianghong, Jiahong Yang, Quan Qian and Yi Qin*. A comprehensive survey of machine remaining useful life prediction approaches based on pattern recognition: Taxonomy and challenges. Measurement Science and Technology, 2024, 35, 062001.

Yi Qin*, Qirui Li, Shuo Wang, Peiyu Cao. Dynamics modeling of faulty planetary gearboxes by time-varying mesh stiffness excitation of spherical overlapping pittings. Mechanical Systems and Signal Processing, 2024, 210: 111162.

Yi Qin, Rui Yang, Haiyang Shi, Biao He, Yongfang Mao*. Adaptive fast chirplet transform and its application into rolling bearing fault diagnosis under time-varying speed condition. IEEE Transactions on Instrumentation and Measurement, 2023, DOI 10.1109/TIM.2023.3282660

Sheng Xiang, Jianghong Zhou, Jun Luo, Fuqiang Liu, Yi Qin*. Cocktail LSTM and its application into machine remaining useful life prediction. IEEE/ASME Transactions on Mechatronics, 2023, DOI 10.1109/TMECH.2023.3244282

Dejun Xi, Lei Hou, Jun Luo, Fei Liu, Yi Qin*. The meta-defect-detection system for gear pitting based on digital twin. Advanced Engineering Informatics, 56, 2023: 102003.