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- 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,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,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):-
- 钱泉,钱泉(学),王义,刘富樯.A new deep transfer learning network based on convolutional auto-encoder for mechanical fault diagnosis:MEASUREMENT,2021,178):109352
- 项盛,项盛(学),朱才朝,王阳阳(学),陈海周(外).LSTM networks based on attention ordered neurons for gear remaining life prediction:ISA TRANSACTIONS,2020,106):343-354