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

Quan Qian, Yi Qin*, Jun Luo*, Yi Wang, Fei Wu. Deep discriminative transfer learning network for cross-machine fault diagnosis. Mechanical Systems and Signal Processing, 2023, 186: 109884.

He Biao, Yi Qin*, Jun Luo, Weixin Yang, Lang Xu. Impulse feature extraction via combining a novel voting index and a variational model penalized by center frequency constraint. Mechanical Systems and Signal Processing, 2023, 186: 109889.

Dingliang Chen, Yi Qin*, Quan Qian, Yi Wang, Fuqiang Liu. Transfer life prediction of gears by cross-domain health indicator construction and multi-hierarchical long-term memory augmented network. Reliability Engineering and System Safety, 2023, 230: 108916.

He Biao, Yi Qin*, Jun Luo, Fei Wu, Dengyu Xiao. Rotating machine fault diagnosis by a novel fast sparsity-enabled feature-energy-ratio method. ISA Transactions, 2022, doi.org/10.1016/j.isatra.2022.10.026

Jianghong Zhou, Yi Qin∗, Dingliang Chen, Fuqiang Liu, Quan Qian. Remaining useful life prediction of bearings by a new reinforced memory GRU network. Advanced Engineering Informatics, 2022, 53: 10168.

Qunwang Yao, Quan Qian, Yi Qin∗, Liang Guo, Fei Wu. Adversarial domain adaptation network with pseudo-siamese feature extractors for cross-bearing fault transfer diagnosis. Engineering Applications of Artificial Intelligence, 2022, 113: 104932.

Sheng Xiang, Yi Qin∗, Fuqiang Liu,Konstantinos Gryllias. Automatic multi-differential deep learning and its application to machine remaining useful life prediction. Reliability Engineering & System Safety, 2022, 223: 108531.