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
E-mail
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

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 Liuand 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 Liuand 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 Liuand 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 Liuand 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 Liuand 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 Liuand 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)





奖励
荣誉

2018年工信部创新创业奖学金获得者