重庆大学主页平台管理系统秦岩--中文主页--科学研究

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秦岩

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个人简介

面向数字化变革在智能制造中的前沿问题展开研究，在国际知名期刊和学术会议发表论文30余篇，其中以一作/唯一通讯作者发表/录用智能制造领域主流SCI期刊论文20余篇，包括中科院一区及Top期刊9篇（IEEE Trans. Industr. Inform.、IEEE Trans. Cybern.、IEEE/ASME Trans. Mechatron.、IEEE Trans. Veh. Technol.）和自动化...

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研究领域

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学术成果（期刊*代表通讯作者）

Y. Qin, Y. L. Guan, and C. Yuen* (IEEE Fellow). Spatiotemporal capsule neural network for vehicle trajectory prediction. IEEE Transactions on Vehicular Technology. (Early Access), pp. 1-11, DOI: 10.1109/TVT.2023.3253695, 2023.
Y. Qin, C. Yuen* (IEEE Fellow), Y.M. Shao, B. Qin, and X. Li. Slow-varying dynamics-assisted temporal capsule network for machinery remaining useful life estimation. IEEE Transaction on Cybernetics. vol. 53, no. 1, pp. 592-606, 2023.
Y. Qin, C. Yuen* (IEEE Fellow), X. Yin, H. Biao (IEEE Fellow). A transferable multi-stage model with cycling discrepancy learning for Lithium-ion battery state of health estimation. IEEE Transactions on Industrial Informatics. vol. 19, no. 2, pp. 1933-1946, 2023.
C. Gamanayake, Y. Qin*, C. Yuen (IEEE Fellow), and et al. A hybrid deep learning model based remaining useful life estimation for reed relay with degradation pattern clustering. IEEE Transactions on Industrial Informatics. (Early Access), pp. 1-13, DOI: 10.1109/TII.2022.3210250, 2022.
Y. Qin*, W. Li, C. Yuen (IEEE Fellow), W. Tushar, and T.K. Saha (IEEE Fellow). IIoT-enabled health monitoring for integrated heat pump system using mixture slow feature analysis. IEEE Transactions on Industrial Informatics. vol. 18, no. 7, pp. 4725-4736, 2022.

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专利

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