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刘炎

领域:新一代信息技术产业 学校:东北大学职称:副教授

复杂工业过程智能监测、过程运行状态智能评价、故障诊断、深度学习等...

具体了解该专家信息,请致电:027-87555799 邮箱 haizhi@uipplus.com

教育背景

2010.9-2016.5 东北大学信息科学与工程学院控制理论与控制工程专业博士

工作经历

2016.6-2018.11 东北大学信息科学与工程学院讲师 2017.10-2018.10 香港科技大学化学与生物工程系访问学者 2018.12至今东北大学信息科学与工程学院副教授

项目课题经历

项目 1. 多时段不等长间歇过程运行状态评价及非优状态深层次原因追溯研究,国家自然科学基金青年科学基金,项目编号61703078,2018.1-2020.12,28万,项目负责人 2. 基于高斯混合模型的工业过程运行状态评价方法研究,中国博士后科学基金,项目编号2017M611247,2017.5-2018.5,5万,项目负责人 3.基于层次结构分解的流程工业过程运行状态评价方法研究,辽宁省自然科学基金,项目编号2019-MS-115,2019.10-2021.9,5万,项目负责人 4. 面向非线ᠦ୔

论文、成果、著作等

期刊论文 1. Yan Liu*, Fuli Wang, Yuqing Chang, Furong Gao, Dakuo He. Performance-relevant kernel independent component analysis based operating performance assessment for nonlinear and non-Gaussian industrial processes,Chemical Engineering Science,2019,115167,影响因子3.306,JCR分区:Q1 2. Yan Liu*,Xiaojun Wang,Fuli Wang,Furong Gao,Gaussian process regression and Bayesian inference based operating performance assessment for multiphase batch processes,Industrial & Engineering Chemistry Research,2018,57(21),7232−7244. 影响因子3.141,JCR分区:Q1 3. Yan Liu*,Fuli Wang,Furong Gao,Haonan Cui,Hierarchical multiblock T-PLS based operating performance assessment for plant-wide processes,Industrial & Engineering Chemistry Research,2018,57(43),14617-14627. 影响因子3.141,JCR分区:Q1 4. Yan Liu*,Ruicheng Ma,Fuli Wang,Yuqing Chang,Furong Gao,Inner-phase and inter-phase analysis based operating performance assessment and nonoptimal cause identification for multiphase batch processes,Chemical Engineering Research and Design,2018,134:292-308. 影响因子2.795,JCR分区:Q2 5. Yan Liu*,Fuli Wang,Yuqing Chang,Operating optimality assessment and cause identification for nonlinear industrial processes,Chemical Engineering Research and Design,2017,117:472-487. 影响因子2.795,JCR分区:Q2 6. Yan Liu,Fuli Wang*,Yuqing Chang,Ruicheng Ma,Shumei Zhang,Multiple hypotheses testing based operating optimality assessment and nonoptimal cause identification for multiphase uneven-length batch processes,Industrial & Engineering Chemistry Research,2016,55(21):6133-6144. 影响因子3.141,JCR分区:Q1 7. Yan Liu,Fuli Wang*,Yuqing Chang,Operating optimality assessment based on optimality related variations and nonoptimal cause identification for industrial processes,Journal of Process Control,2016,39:11-20.影响因子2.787,JCR分区:Q2 8. Yan Liu,Fuli Wang*,Yuqing Chang,Ruicheng Ma,Operating optimality assessment and nonoptimal cause identification for non-Gaussian multimode processes with transitions,Chemical Engineering Science,2015,137:106-118.影响因子3.306,JCR分区:Q1 9. Yan Liu,Fuli Wang*,Yuqing Chang,Ruicheng Ma,Comprehensive economic index prediction based operating optimality assessment and nonoptimal cause identification for multimode processes,Chemical Engineering Research and Design,2015,97:77-90.影响因子 2.795,JCR分区:Q2 10. Yan Liu,Yuqing Chang*,Fuli Wang,Online process operating performance assessment and nonoptimal cause identification for industrial processes,Journal of Process Control,2014,24(10):1548-1555. 影响因子2.787,JCR分区:Q2 会议论文 1.Yan Liu*,Fuli Wang,Yuqing Chang,Shuyu Cai,Operating performance assessment based on GMM-GPR for gold hydrometallurgy processes. Proceedings of the 30th Chinese Control and Decision Conference (CCDC),3222-3226,2018.6.9-2017.6.11. 2. Yan Liu*,Fuli Wang,Ruicheng Ma,Yuqing Chang, Performance related information-based operating performance assessment of multiphase batch processes, Proceedings of the 37th Chinese Control Conference (CCC),5818-5823,2018.7.25-2018.7.27. 3. Yan Liu*,Fuli Wang,Yuqing Chang,Industrial process operating optimality assessment based on Gaussian mixture model. Proceedings of the 29th Chinese Control and Decision Conference (CCDC),713-718,2017.5.28-2017.5.30. 4. Yan Liu*,Fuli Wang,Yuqing Chang,Ruicheng Ma,Shumei Zhang,Optimality related variations-based operating optimality assessment for nonlinear industrial processes,Proceedings of the 28th Chinese Control and Decision Conference (CCDC),606-611,2016.5.28-2016.5.30. 5. Yan Liu*,Yuqing Chang,Fuli Wang,Nonlinear dynamic quality-related process monitoring based on dynamic total kernel PLS,Proceedings of the 11th World Congress on Intelligent Control and Automation (WCICA),1360-1365,Shenyang,2014.6.29-2014.7.4. 6. Yan Liu*,Yuqing Chang,Fuli Wang,Ruicheng Ma,Honglin Zhang,Complex process operating optimality assessment and nonoptimal cause identification using modified total kernel PLS,Proceedings of the 26th Chinese Control and Decision Conference (CCDC),1221-1227,2014.5.31-2014.6.2. 7. Kaiqing Bu, Fuli Wang, Yan Liu*. Operating performance assessment based on stacked sparse senoising auto-encoder for gold hydrometallurgy processes. Proceedings of the 32th Chinese Control and Decision Conference (CCDC),2020.5.23-2020.5.25. 8. Ruicheng Ma*,Jun Fu,Shengzhi Zhao,Yan Liu,Global finite-time stabilization of a class of switched nonlinear systems in non-triangular form,Proceedings of the 33th Chinese Control Conference (CCC),4017-4022,2014.7.28-2014.7.30.

专利、著作版权等

专利 1.刘炎,王福利,崔浩楠,金湿法冶金全流程分层分块运行状态在线评价方法,中国发明专利,已授权,ZL201711308052.5。 2. 王福利,常玉清,刘炎,王姝,金湿法冶金过程运行状态在线评价方法,中国发明专利,已授权,ZL201410258092.3。著作 王福利, 常玉清, 刘炎, 邹筱瑜, 《复杂工业过程运行状态优性评价》, 科学出版社, 2019年6月.
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