李向舜

发布时间:2019-02-25

  姓名:李向舜

  邮箱:lixiangshun@whut.edu.cn

  职称:教授

  主讲课程:计算机控制系统

   研究方向:

  (1)智能控制理论与应用:围绕效率和安全问题,研究智能控制理论,实现工业系统的协调可靠高效运行。

  (2)数据驱动故障诊断:基于工业系统在线或离线数据,采用机器学习方法对系统故障诊断和可靠性评估。

  (3) 数字孪生及应用:基于机理和数据方法实现工业系统在线和离线辨识,基于仿真技术结合虚拟现实和增强现实技术,建立数字孪生模型为物理系统的运行和维护提供支持。

     

    

 个人简介

  博士,IEEE高级会员, 2009年华中科技大学控制科学与工程专业博士毕业,新西兰奥克兰大学访问学者,999策略白菜网站船舶与海洋工程博士后,999策略白菜网站优秀共产党员、师德先进个人。先后主持或参与各类科研项目40余项,发表学术论文40余篇,授权专利10余项。

    

  

   

 学习经历

  2005-2009  华中科技大学 控制科学与工程 博士

  2001-2004  999策略白菜网站 控制理论与控制工程 硕士

  1997-2001  999策略白菜网站 自动化 学士

     

 工作经历

  2019-至今  999策略白菜网站 教授

  2016-2016  加拿大西部大学   电子与计算机系   访问学者

  2013-2014  新西兰奥克兰大学 电子与计算机系   访问学者

  2011-2013  999策略白菜网站 船舶与海洋工程博士后流动站 博士后

  2011-2019    999策略白菜网站 副教授

      

 学术论文

  [1] Lou CY, Atoui MA, Li XS*, Recent deep learning models for diagnosis and health monitoring: A review of research works and future challenges, Transactions of The Institute of Measurement and Control[J],2023,03, 10.1177/01423312231157118.

  [2] Lou CY, Atoui MA, Li XS*, Novel online discriminant analysis-based schemes to deal with observations from known and new classes: application to industrial systems, Engineering Applications of Artificial Intelligence[J],2022,111:104811.

  [3] Yu S, Li XS*, Identification of steady state and transient state, Journal of Shanghai Jiaotong University(Science) [J],2022, https://doi.org/10.1007/s12204-022-2516-4.

  [4] Chen L, Zhang Y, Zheng Y, Li XS, Zheng XJ, Remaining useful life prediction of lithium-ion battery with optimal input sequence selection and error compensation[J]. Neurocomputing, 2020, 414:245-254.

  [5] Lou CY, Li XS*, Atoui MA, Bayesian network based on an adaptive threshold scheme for fault detection and classification[J]. Industrial And Engineering Chemistry Research, 2020, 59(34):15155-15164.

  [6] Lou CY, Li XS*, Atoui MA, Amine Atoui, Jin Jiang. Enhanced fault diagnosis method using conditional gaussian network for dynamic processes [J]. Engineering Applications of Artificial Intelligence[J].,2020, 93(1):103704.

  [7] Zhang YF, Li XS*, Two-step support vector data description for dynamic, non‐linear, and non-gaussian processes monitoring[J]. The Canadian Journal of Chemical Engineering, 2020, 98(10).

  [8] Liu, MG, Liao, YX, Li XS*, Data-driven fault detection of three-tank system applying MWAT-ICA. Journal of Shanghai Jiaotong University (Science), 2020, 25(5), 659–664. https://doi.org/10.1007/s12204-020-2227-7.

  [9] Lou CY, Atoui MA, Li XS*, A new kernel trick embedded discriminant model for fault detection and diagnosis. Proceedings of the 33rd Chinese Control and Decision Conference, CCDC,2021,7212–7217, doi.org/10.1109/CCDC52312.2021.9602518.

  [10] Tang M, Li XS*, Fault detection and diagnosis of pneumatic control valve based on fuzzy method. Proceeding - 2021 China Automation Congress, CAC 2021, 1386–1391. doi.org/10.1109/CAC53003.2021.9727367