Yi Qin, Jiahong Yang, Jianghong Zhou, Huayan Pu, Yongfang Mao*. A new supervised multi-head self-attention autoencoder for health indicator construction and similarity-based machinery RUL prediction. Advanced Engineering Informatics, 56, 2023: 101973.

Sheng Xiang, Yi Qin*, Jun Luo, Fei Wu, Konstantinos Gryllias. A concise self-adapting deep learning network for machine remaining useful life prediction. Mechanical Systems and Signal Processing, 2023, 191: 110187

Yangyang Wang, Yi Qin*, Xihou Chen*, Donglin Peng, Liang Wu, Tianheng Zhang, Qifu Tang. Parasitic time grating angular displacement sensor for precision position measurement of turntable bearing. Transactions of the Institute of Measurement and Control, 2023, https://doi.org/10.1177/01423312231160199

Yangyang Wang, Yi Qin*, Xihou Chen, Donglin Peng, Qifu Tang, Tianheng Zhang. Angular displacement sensor for gear position detection based on the tunneling magnetoresistance effect. Measurement Science and Technology, 2023, 34(2): 025112.

Quan Qian, Yi Qin*, Jun Luo, Dengyu Xiao. Cross-machine transfer fault diagnosis by ensemble weighting subdomain adaptation network. IEEE Transactions on Industrial Electronics, 2023, DOI 10.1109/TIE.2023.3234142

Quan Qian, Jianghong Zhou, Yi Qin*. Relationship transfer domain generalization network for rotating machinery fault diagnosis under different working conditions. IEEE Transactions on Industrial Informatics, 2023, DOI 10.1109/TII.2022.3232842

Quan Qian, Yi Qin*, Jun Luo, Shilong Wang. Partial transfer fault diagnosis by multiscale weight-selection adversarial network. IEEE/ASME Transactions on Mechatronics, 2022, 27(6): 4798-4806.

Jianghong Zhou, Yi Qin*, Jun Luo, Shilong Wang, Tao Zhu. Dual-thread gated recurrent unit for gear remaining useful life prediction. IEEE Transactions on Industrial Informatics, 2022, DOI 10.1109/TII.2022.3217758

Jianghong Zhou, Yi Qin*, Jun Luo, Tao Zhu. Remaining Useful Life Prediction by Distribution Contact Ratio Health Indicator and Consolidated Memory GRU. IEEE Transactions on Industrial Informatics, 2022, DOI 10.1109/TII.2022.3218665

Yi Qin*, Quan Qian, Jun Luo, Huayan Pu. Deep joint distribution alignment: a novel enhanced domain adaptation mechanism for fault transfer diagnosis. IEEE Transactions on Cybernetics, 2022, DOI 10.1109/TCYB.2022.3162957