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- 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.
- Yangyang Wang, Yi Qin∗, Xihou Chen*, Qifu Tang, Tianheng Zhang, Liang Wu. Absolute inductive angular displacement sensor for position detection of YRT turntable bearing. IEEE Transactions on Industrial Electronics, 2022, 69(10): 10644-10655.
- Yi Qin∗, Zhiwen Wang, Dejun Xi. Tree CycleGAN with maximum diversity loss for image augmentation and its application into gear pitting detection. Applied Soft Computing, 2022, 144: 108130.
- Dejun Xi, Yi Qin∗, Sijun Wang. YDRSNet: an integrated Yolov5-Deeplabv3+ real-time segmentation network for gear pitting measurement. Journal of Intelligent Manufacturing, 2021, in press.
- Haiyang Shi, Yi Qin∗, Yi Wang, Houyi Bai, Xian Zhou. An improved Viterbi algorithm for adaptive instantaneous angular speed estimation and its application into the machine fault diagnosis. IEEE Transactions on Instrumentation and Measurement, 2021, 70, 3527011
- Dingliang Chen, Yi Qin∗, Jun Luo, Sheng Xiang. Gated adaptive hierarchical attention unit neural networks for the life prediction of servo motors. IEEE Transactions on Industrial Electronics, 2022, 69(9): 9451-9461.