李向舜
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。
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,9499www威尼斯船舶与海洋工程博士后,9499www威尼斯优秀共产党员、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。
2005-2009 华中科技大学 控制科学与工程 博士
2001-2004 9499www威尼斯 控制理论与控制工程 硕士
1997-2001 9499www威尼斯 自动化 学士
2019-至今 9499www威尼斯 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 9499www威尼斯 船舶与海洋工程博士后流动站 博士后
2011-2019 9499www威尼斯 副教授
[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