智能过程决策研究室

李宏光 工学博士 教授 博士生导师

发布人:信息学院发布时间:2020-03-31浏览次数:646


李宏光,工学博士,教授,博士生导师

控制科学与工程专业,毕业于华东理工大学

美国Carnegie Mellon University访问学者

教育部高等学校自动化类教学指导委员会委员

中国化工学会化工自动化及仪表专业委员会副主任兼秘书长

中国自动化学会过程控制专业委员会委员

中国化工学会理事

主要科研领域:生产过程智能控制、优化控制、计算机控制系统等

主讲《过程控制工程》(双语)、《系统辨识》、《智能控制理论及应用》、《人工智能》(英语)等课程

获得北京市高等学校教育教学成果一等奖2项,发表学术论文180余篇,SCIEI收录70余篇


主要科研项目 Research Projects

项目名称

项目来源

基于HMI的操作许可分析及跳车诊断系统

企业横向课题

炼油生产平稳性管理系统建设

企业横向课题

污水处理厂工程自控系统

企业横向课题

多源的地质和工程大数据预警软件系统开发

企业横向课题

常减压加热炉节能新技术研究  

企业横向课题

DMF回收计算机智能控制系统

企业横向课题


主要论文Research Paper

Yang Bo, Wang Hai-run, Li Hong-guang*, He Ya-dong. A Novel Detection of Correlated Alarms with Delays based on Improved Block Matching Similarities. ISA Transactions, 98, 2020: 393-402

Yongjian WangHongguang Li*Jingwen HuangChong SuBo YangChu Qi. An improved bar-shaped sliding window CNN tailored to industrial process historical data with applications in chemical operational optimizations. Industrial & Engineering Chemistry Research, 58, 2019: 21219-21232

Yongjian Wang, Hongguang Li*. Complex chemical process evaluations using a new ****ytic hierarchy process model integrating deep residual network with multi-way principal component ****ysis. Industrial & Engineering Chemistry Research, 58, 2019: 13889-13899

Bo Yang, Jun-jie Li, Chu Qi, Hong-guang Li*, Ya-dong He. Novel Correlation Analysis of Alarms Based on Block Matching Similarities. Industrial & Engineering Chemistry Research, 58, 2019: 9465-9472

Yongjian Wang, Jingwen Huang, Chong Su, Hongguang Li*. Furnace thermal efficiency modeling using an improved convolution neural network based on parameter-adaptive mnemonic enhancement optimization. Applied Thermal Engineering, 149, 2019: 332-343

Chong Su, Yue Gao, Bingxu Jiang, Hongguang Li*. An Affective Cognition based Approach to Multi-attribute Group Decision Making. Journal of intelligent & Fuzzy Systems, 35(1), 2018: 11-33

Bo Yang, Hongguang Li*. A novel dynamic timed fuzzy Petri nets modeling method with applications to industrial processes. Expert Systems with Applications, 97, 2018: 276-289

Bo Yang, Hongguang Li*. A dynamic time delay ****ysis approach for correlated process variables, Chemical Engineering Research and Design, 122, 2017:141-150

Jia Wang, Hongguang Li*, Jingwen Huang, Chong Su. Association rules mining based ****ysis of consequential alarm sequences in chemical processes. Journal of Loss Prevention in the Process Industries, 41, 2016:178-185

Jia Wang, Hongguang Li*, Jingwen Huang, Chong Su. Association rules mining based ****ysis of consequential alarm sequences in chemical processes. Journal of Loss Prevention in the Process Industries, 41, 2016:178-185