刘鑫
姓 名 | 刘鑫 | 性别 | 男 | 出生年月 | 1990.07 | 民族 | 汉 | ||||
毕业学校 | 哈尔滨工业大学 | ||||||||||
毕业时间 | 2019.07.12 | 学位 | 博士研究生 | 所学专业 | 控制科学与工程 | ||||||
行政职务 |
| 工作时间 | 2019.07.16 | 党派 | 中共党员 | ||||||
职称 | 教师 | 15B904027@hit.edu.cn | 电 话 | 15114668230 | |||||||
受教育经历 | 2015/9 – 2019/7 哈尔滨工业大学，航天学院，博士 2013/9 – 2015/7 哈尔滨工程大学，自动化系，硕士 2009/9 – 2013/7 哈尔滨工程大学，自动化系，本科
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研究 方向 | 数据分析与系统辨识；工业过程软测量；图像处理 | ||||||||||
论文 论著 | [1] Xin Liu, Xianqiang Yang*, Pengbo Zhu, and Yanbo Wang, “Robust identification of nonlinear processes with missing observations based on t distribution”, IEEE Transactions on Systems, Man, and Cybernetics: Systems, accepted, DOI: 10.1109/TSMC.2019.2949087, 2019. (SCI, IF: 7.531)
[2] Xin Liu, Xianqiang Yang*, and Shen Yin, “Nonlinear system identification with robust multiple model approach”, IEEE Transactions on Control Systems Technology, accepted, DOI：10.1109/TCST.2019.2947868, 2019. (SCI, IF: 4.883)
[3] Xianqiang Yang(导师), Xin Liu and Shen Yin*. Robust identification of nonlinear systems with missing observations: the case of state-space model structure. IEEE Transactions on Industrial Informatics, vol. 15, no. 5, pp. 2763-2774, 2019. (SCI, IF: 7.377)
[4] Xianqiang Yang(导师), Xin Liu and Zhan Li*. Multimodel approach to robust identification of multiple-input single-output nonlinear time-delay Systems. IEEE Transactions on Industrial Informatics, accepted, DOI：10.1109/TII.2019.2933030, 2019. (SCI, IF: 7.377)
[5] Xin Liu, Xianqiang Yang* and Weili Xiong. A robust global approach for LPV FIR model identification with time-varying time delays. Journal of the Franklin Institute, vol. 355, no. 15, pp. 7401-7416, 2018. (SCI, IF: 3.653)
[6] Xin Liu, Xianqiang Yang* and Weili Xiong. Robust identification of nonlinear time-delay system in state-space form. Journal of the Franklin Institute, vol. 356, no. 16, pp. 9953-9971, 2019. (SCI, IF: 3.653)
[7] Xin Liu* and Xiaofeng Liu. An improved identification method for a class of time-delay systems. Signal Processing, vol. 167, 2020. (SCI, IF: 4.086)
[8] Xin Liu and Xianqiang Yang*. Robust identification approach for nonlinear state-space models. Neurocomputing, vol. 333, pp. 329-338, 2019. (SCI, IF: 4.072)
[9] Xin Liu, Xianqiang Yang* and Xiaofeng Liu. Nonlinear state-space system identification with robust Laplace model. International Journal of Control, accepted, DOI: 10.1080/00207179.2019.1658134, 2020. (SCI，IF: 2.930)
[10] Xin Liu and Xianqiang Yang*. Identification of nonlinear state-space time-delay system. Assembly Automation, accepted, DOI: 10.1108/AA-08-2018-115, 2020. (SCI, IF: 2.056).
[11] Xin Liu, Xianqiang Yang* and Feng Guo. Linear parameter varying systems identification with slowly sampled outputs subjected to unknown time-delays and outliers. Proceedings of the Institution of Mechanical Engineers Part I: Journal of Systems & Control Engineering, vol. 233, no. 1, pp. 5-17, 2019. (SCI, IF: 1.166)
[12] Xianqiang Yang* (导师), Xin Liu and Boxuan Han. LPV model identification with an unknown scheduling variable in the presence of missing observations- a robust global approach. IET Control Theory & Applications, vol. 12, no. 10, pp. 1465-1473, 2018. (SCI，IF: 3.526)
[13] Pengbo Zhu, Xin Liu and Xianqiang Yang*. Mixture semisupervised Bayesian principal component regression for soft sensor modeling. IEEE Access, vol. 6, pp. 40909-40919, 2018. (SCI，IF: 3.557)
[14] Xin Liu, Zeyuan Wang and Xianqiang Yang*. EM-based global identification of LPV ARX models with a noisy scheduling variable. IECON 2017- 43rd Annual Conference of the IEEE Industrial Electronics Society, 2017. (EI)
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奖励 荣誉 |
2018年工信部创新创业奖学金获得者
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