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- 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.
- Yi Qin∗, Jianghong Zhou, Dingliang Chen. Unsupervised health indicator construction by a novel degradation-trend-constrained variational autoencoder and its applications. IEEE/ASME Transactions on Mechatronics, 2022, 27(3): 1447-1456.
- Sheng Xiang, Yi Qin∗, Jun Luo, Huayan Pu, Baoping Tang. Multicellular LSTM-based deep learning model for aero-engine remaining useful life prediction. Reliability Engineering & System Safety, 2021, 216: 107927.
- Qunwang Yao, Yi Qin∗, Xin Wang, Quan Qian. Multiscale domain adaption models and their application in fault transfer diagnosis of planetary gearboxes. Engineering Applications of Artificial Intelligence, 2021, 104: 104383.
- Yi Qin∗, Xingguo Wu, Jun Luo. Data-model combined driven digital twin of life-cycle rolling bearing. IEEE Transactions on Industrial Informatics, 2022, 18(3): 1530-1540.
- Yi Qin*, Xin Wang, Quan Qian, Huayan Pu, Jun Luo. Multi-scale transfer voting mechanism: a new strategy for domain adaption. IEEE Transactions on Industrial Informatics, 2021, 17(10): 7103-7113.
- Yi Qin∗, Dingliang Chen, Sheng Xiang, Caichao Zhu. Gated dual attention unit neural networks for remaining useful life prediction of rolling bearings. IEEE Transactions on Industrial Informatics, 2021, 17(9): 6438-6447.
- Yi Qin*, Qunwang Yao, Yi Wang, Yongfang Mao. Parameter sharing adversarial domain adaptation networks for fault transfer diagnosis of planetary gearboxes. Mechanical Systems and Signal Processing, 2021, 160: 107936.
- Biao He, Yi Qin*, Aibing Zhang. Rolling bearing fault diagnosis by using a new index: the compound weighted characteristic energy ratio. IEEE Transactions on Instrumentation and Measurement, 2021, 70: 3514609.
- Zhiwen Wang, Yi Qin*, Weiwei Chen. Vision measurement of gear pitting based on DCGAN and U-Net. Journal of Mechanical Science and Technology, 2021, 35 (7): 2771-2779.
- Dingliang Chen, Yi Qin*, Yi Wang, Jianghong Zhou. Health indicator construction by quadratic function-based deep convolutional auto-encoder and its application into bearing RUL prediction. ISA Transactions, 2021, 114: 44-56.
- Dejun Xi, Yi Qin*, Jun Luo, Huayan Pu, Zhiwen Wang. Multipath fusion Mask R-CNN with double attention and its application into gear pitting detection. IEEE Transactions on Instrumentation and Measurement, 2021, 70: 5006011.
- 李晓蒙,王义,李晓蒙(学),阮胡林(学),王冬(外),秦毅,汤宝平.Deep transient feature learning for weak vibration signal detection:MEASUREMENT,2021,179:-
- 阮胡林,王义,阮胡林(学),李晓蒙(学),秦毅,汤宝平,王平(外).A Relation-Based Semisupervised Method for Gearbox Fault Diagnosis With Limited Labeled Samples:IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT,2021,70:-