赵劲松, 博士

教授, 博士生导师

办公电话:010-62783109

电子邮件:jinsongzhao@tsinghua.edu.cn

个人简介

  • 1987年9月~1992年7月,清华大学化工系化学工程专业,大学本科
  • 1992年9月~1994年1月,清华大学化工系化学工程专业,硕士
  • 1994年2月~1997年7月,清华大学化工系化学工程专业,博士
  • 1997年8月~2001年3月,Dept. of Chem. Eng., Purdue University, West Lafayette, Indiana, U.S.A.,Postdoctoral Research Associate
  • 2001年4月~2001年10月,Day & Zimmermann International,Philadelphia, Pennsylvania, U.S.A.,Senior Consulting Engineer
  • 2001年12月~2005年3月,AET Inc.,Terre Haute, Indiana,U.S.A.,Senior MES Engineer & Project Leader
  • 2005年3月~2008年3月,北京化工大学信息学院,教授, 博士生导师
  • 2008年4月~2013年6月,清华大学化学工程系,教授,博士生导师,过程系统工程研究所所长
  • 2013年6月~至今,清华大学化学工程系,教授,博士生导师,过程系统工程研究所所长,系主任

主要社会兼职及荣誉

  • 国际自动控制联合会(IFAC)最优控制技术委员会委员 (TC 2.4)
  • 联合国环境规划署(UNEP)国际专家
  • 中国过程系统工程专业委员会副主任委员
  • 《化工学报》副主编
  • 亚洲过程系统工程国际委员会常务委员
  • 全国工业过程测量和控制标准化技术委员会系统及功能安全分技术委员会委员
  • 中国运筹学会智能工业数据解析与优化专业委员会理事
  • 国际期刊Computers & Chemical Engineering编委
  • 国际期刊Process Safety and Environmental Protection编委
  • 清华大学先进工作者(2012-2013)
  • 中国石油和化学工业联合会科技进步一等奖(第一获奖人,2013)
  • 中国石油和化学工业联合会科技进步二等奖(第一获奖人,2016)
  • 中国石油和化学工业联合会中国石油和化学工业优秀出版物奖.教材奖一等奖(2016)

研究方向

  1. 化工安全风险管理技术:危险和可操作性(HAZOP)分析、保护层分析(LOPA)、本质安全柔性设计、异常工况管理(ASM)、报警管理、大数据分析技术等
  2. 知识管理与人工智能技术(案例推理、本体论、人工免疫系统等)
  3. 化工过程节能减排优化

在研项目

  1. 中石化重点课题:大数据技术在催化裂化装置中的应用
  2. 科技部973课题:复杂过程系统行为特征分析与综合
  3. 科技部863课题:面向氯碱化工的节能环保与安全管控MES开发与应用
  4. 英国BP石油公司课题:PHSSER知识管理

大会主题报告(Plenary & Keynote Speeches)

  1. 赵劲松. 数据解析与化工过程故障诊断。 第一届智能工业数据解析与优化国际研讨会。沈阳,2015年10月24日-25日
  2. 赵劲松. 中国制造2025给化工过程安全研究带来的机遇和挑战。 2015南京安全论坛暨第七届国际制药、化工过程安全研讨会。南京,2015年9月16-17日
  3. 赵劲松. 中国制造2025—化工安全教育与研究面临的挑战和机遇。 第八届两岸三地化学工程与产品工程高端学术研讨会。西安,2015年9月8日-11日
  4. 赵劲松. 化工过程故障诊断在大数据时代的机遇与挑战。中国过程系统工程年会,成都,2015年8月13日~14日
  5. 赵劲松. 化工过程故障诊断:四十年未了之梦。中国过程控制会议,南昌,2015年8月1日~2日
  6. Jinsong Zhao. Abnormal Situation Management Challenges and Opportunities in the Big Data Era. PSE2015/ESCAPE25 Conference. Copenhagen, Denmark. May 30-June 4, 2015
  7. Jinsong Zhao. Smart Manufacturing through Innovative Knowledge Extraction Methodologies in the Big Data Era. China NSFC- US NSF Workshop on Sustainable Manufacturing, Wuhan, China, March, 2014
  8. 赵劲松.可持续发展与化工安全系统工程.2013年中国过程系统工程年会,宁夏银川,2013年8月
  9. 赵劲松.工艺安全智能化研究进展.第四届全国石油和化工生产安全与控制技术交流会,黑龙江哈尔滨,2012年7月
  10. Jinsong Zhao. Process Safety Progress in China. The 1st Hazards Asia-Pacific Symposium, Kuala Lumpur, Malaysia, September, 2011
  11. 赵劲松.过程安全与HAZOP智能化研究进展.2010年中国过程系统工程年会,山东青岛,2010年8月

代表性著作

  1. Zhanpeng Zhang, Jinsong Zhao. A deep belief network based fault diagnosis model for complex chemical processes. Computers & Chemical Engineering, 107:395-407,2017
  2. Lei Luo, Feifan Cheng, Tong Qiu, Jinsong Zhao. Refined convergent cross-mapping for disturbance propagation analysis of chemical processes. Computers & Chemical Engineering, 106:1-16, 2017
  3. Zhihong Yuan, Weizhong Qin, Jinsong Zhao. Smart manufacturing for the oil refining and petrochemical industry. Engineering, 3(2):179-182, 2017
  4. Igor Alberto Penarrubia Fernandez, De-Hua Liu, Jinsong Zhao. LCA studies comparing alkaline and immobilized enzyme catalyst processes for biodiesel production under Brazilian conditions. Resources, Conservation and Recycling. 2017, 119:117-127
  5. Shengfu Zhang, Yongchen Zhao&, Tong Qiu, Guang Song, Jinsong Zhao. A Method to Refine the Start-up Scheme of Compression and Refrigeration Systems in Ethylene Plants via Dynamic Simulation. Chinese Journal of Chemical Engineering, 2016, 24: 1007-1012.
  6. Jianfeng Zhu, Chunli Wang, Chuankun Li, Xinjiang Gao, Jinsong Zhao. Dynamic alarm prediction for critical alarms using a probabilistic model. Chinese Journal of Chemical Engineering, 2016, 24: 881-885.
  7. Yiyang Dai, Hangzhou Wang, Faisal Khan, Jinsong Zhao. Abnormal situation management for smart chemical process operation. Current Opinion in Chemical Engineering. 14:49-55, 2016
  8. Yidan Shu, Liang Ming, Feifan Cheng, Jinsong Zhao. Abnormal situation management: Challenges and opportunities in the big data era. Computers & Chemical Engineering.91:104-113,2016
  9. Yidan Shu, Jinsong Zhao. Fault diagnosis of chemical processes using artificial immune system with vaccine transplant. Industrial & Engineering Chemistry Research,55:3360-3371,2016
  10. Zhi Xia, Jinsong Zhao. Robust Optimization of Index-2 Differential Algebraic Equations with Guaranteed Stability under Parametric Uncertainty: Application to a Reactor–Separator–Recycle Process. Industrial & Engineering Chemistry Research , 54(41):10031-10039,2015
  11. Bing Wang, Bingzhen Chen, Jinsong Zhao. The real-time estimation of hazardous gas dispersion by the integration of gas detectors, neural network and gas dispersion models. Journal of Hazardous Materials, 300: 433-442, 2015
  12. Zhi Xia, Jinsong Zhao, Steady-State Optimization of Chemical Processes with Guaranteed Robust Stability and Controllability under Parametric Uncertainty and Disturbances, Computers & Chemical Engineering, 77: 116-134, 2015
  13. Hao Jiang, Bingzhen Chen, Hangzhou Wang, Tong Qiu, and Jinsong Zhao. Novel Method for Considering Process Flexibility and Stability Simultaneously, Industrial & Engineering Chemistry Research, 53 (38): 14765–14775, 2014
  14. Yidan Shu, Jinsong Zhao. A simplified Markov-based approach for safety integrity level verification. Journal of Loss Prevention in the Process Industry, 29: 262-266, 2014
  15. Jinsong Zhao, Johanna Suikkanen, Maureen Wood. Lessons Learned for Process Safety Management in China. Journal of Loss Prevention in the Process Industries, 29:170-176, 2014
  16. Tao Wei, Xiaofei Hou, Jiatao Yu, Jian Zhang, Ziyuan Wang, Qiang Xu, Jinsong Zhao, and Tong Qiu. Shutdown Strategy for Flare Minimization in An Olefin Plant, Chemical Engineering & Technology, 37(4): 605-610, 2014
  17. Yongchen Zhao; Jian Zhang; Tong Qiu; Jinsong Zhao; Xu, Qiang. Flare Minimization during Start-ups of Integrated Cryogenic Separation System via Dynamic Simulation, Industrial & Engineering Chemistry Research, 53(4): 1553-1562,2014
  18. Jinsong Zhao, Yidan Shu, Jianfeng Zhu, Yiyang Dai. An online fault diagnosis strategy for full operating cycles of chemical processes. Industrial & Engineering Chemistry Research, 53(13): 5015-5027, 2014
  19. Jianfeng Zhu; Yidan Shu; Jinsong Zhao; Fan Yang. A dynamic alarm management strategy for chemical process transitions. Journal of Loss Prevention in the Process Industry, 30: 207-218, 2014
  20. Guang Song, Tong Qiu, and Jinsong Zhao. A Flare Minimization Model for an Ethylene Splitter System’s Shutdown. Industrial & Engineering Chemistry Research ,52(26):9180-9188, 2013
  21. Hangzhou Wang, Nan Zhang, Tong Qiu, Jinsong Zhao, Xiaorong He, Bingzhen Chen. A process design framework for considering the stability of steady state operating points and Hopf singularity points in chemical processes. Chemical Engineering Science 99(8):252-264,2013
  22. Yidan Shu, Jinsong Zhao. Data driven causal inference based on a modified transfer entropy, Computers & Chemical Engineering, 57(10) :173-180,2013
  23. Jinsong Zhao, Reinhard Joas, Jochen Abel, Tomas Marques, Johanna Suikkanen. Process Safety Challenges for SMEs in China. Journal of Loss Prevention in the Process Industries, 26(5):880-886, 2013
  24. Hangzhou Wang, Nan Zhang,Tong Qiu, Jinsong Zhao, Xiaorong He, Bingzhen Chen. Analysis of Hopf Points for a Zymomonas mobilis Continuous Fermentation Process Producing Ethanol. Industrial & Engineering Chemistry Research,52(4):1645-1655, 2012
  25. Zhihong Yuan, Nan Zhang, Bingzhen Chen, Jinsong Zhao. Systematic controllability analysis for chemical processes. AIChE Journal. 58(10):3096-3109, 2012
  26. Lin Cui, Yidan Shu, Zhaohui Wang, Jinsong Zhao, Tong Qiu, Wenyong Sun, Zhenqiang Wei. HASILT:An intelligent software platform for HAZOP, LOPA, SRS and SIL verification. Reliability Engineering & System Safety . 108: 56-64, 2012
  27. Zhenheng Wang, Jinsong Zhao, Huilan Shang. A hybrid fault diagnosis strategy for chemical process startups. Journal of Process Control. 22(7): 1287-1297, 2012
  28. Jinsong Zhao. China: the road to safety, The Chemical Engineer (tce), February, 2012
  29. Zhihong Yuan, Bingzhen Chen , Jinsong Zhao. Controllability analysis for the liquid-phase catalytic oxidation of toluene to benzoic acid. Chemical Engineering Science, 66( 21): 5137-5147,2011
  30. Zhihong Yuan, Bingzhen Chen, Jinsong Zhao. Effect of manipulated variables selection on controllability of chemical processes. Industrial & Engineering Chemistry Research.50(12):7403-7413, 2011
  31. Hangzhou Wang, Zhihong Yuan, Bingzhen Chen, Xiaorong He, Jinsong Zhao, Tong Qiu. Analysis of the stability and controllability of chemical processes, Computers &Chemical Engineering, 35(6):1101-1109,2011
  32. Yiyang Dai, Jinsong Zhao. Fault diagnosis of batch chemical processes using a dynamic time warping-based artificial immune system, Industrial & Engineering Chemistry Research, 50(8): 4534-4544,2011
  33. Zhihong Yuan, Bingzhen Chen, Jinsong Zhao. Phase Behavior Analysis for Industrial Polymerization Reactors, AIChE Journal, 57(10):2795-2807,2011
  34. Wei Sun, Yan Meng, Ahmet Palazoglu, Jinsong Zhao, Hao Zhang, Jia Zhang. A method for multiphase batch process monitoring based on auto phase identification. Journal of Process Control. 21(4):627-638, 2011
  35. Zhihong Yuan, Bingzhen Chen, Jinsong Zhao. An overview on controllability analysis of chemical processes. AIChE Journal, 57(5): 1185-1201, 2011
  36. Lin Cui, Jinsong Zhao, Ruiqi Zhang. Integration of CAD and HAZOP Expert System. Process Safety and Environmental Protection, 88(5):327-334, 2010
  37. Wang Hangzhou, Chen Bingzhen, He Xiaorong, Zhao Jinsong, Qiu Tong, Modeling, Simulation and Analysis of the Liquid-phase Catalytic Oxidation of Toluene, Chemical Engineering Journal, 158(2):220 - 224, 2010
  38. 戴一阳,赵劲松,陈丙珍,化工过程混合故障诊断系统的应用研究,化工学报,61(2):342-346,2010
  39. Zhihong Yuan, Hangzhou Wang, Bingzhen Chen, Jinsong Zhao. Operating zone segregation of chemical reaction systems based on stability and nonminimum phase behavior analysis, Chemical Engineering Journal, 155(1-2):304-311,2009
  40. Jiang Chunyang, Qiu Tong, Zhao Jinsong, Chen Bingzhen. Gross Error Detection and Identification based on Parameter Estimation for Dynamic Systems. Chinese Journal of Chemical Engineering, 17 (3): 460-467, 2009
  41. Wang Hangzhou, Chen Bingzhen, He Xiaorong, Qiu Tong, Zhao Jinsong. SDG Based HAZOP Analysis of operating mistakes for PVC Process, Process Safety and Environmental Protection, Trans IChemE Part B, 87(1):40-46,2009
  42. Jinsong Zhao, Lin Cui, Lihua Zhao, Tong Qiu, Bingzhen Chen. Learning HAZOP Expert System By Case Based Reasoning and Ontology, Computers & Chemical Engineering, 33(1):371-378,2009
  43. 戴一阳,陈宁,赵劲松,陈丙珍. 人工免疫系统在间歇化工过程故障诊断中的应用研究,化工学报, 60(1):173-176,2009
  44. 王杭州, 陈丙珍,何小荣,赵劲松,邱彤. 化学反应系统的多稳态分析. 化工学报, 60(1):127-133,2009
  45. Lin Cui, Jinsong Zhao,Tong Qiu, Bingzhen Chen.Layered Digraph Model for HAZOP Analysis of Chemical Processes, Process Safety Progress, 27(4): 293-305, 2008
  46. Jinsong Zhao, Jianchao Huang, Wei Sun. On-line Early Fault Detection and Diagnosis of Municipal Solid Waste Incinerators, Waste Management, 28(11):2406-2414,2008
  47. 赵劲松,赵利华,崔琳,陈明亮,邱彤,陈丙珍.基于案例推理的HAZOP分析自动化框架,化工学报, 59(1):111-117,2008
  48. 王振恒,赵劲松,李昌磊.一种新的间歇过程故障诊断策略. 化工学报, 59(11):2837-2842,2008
  49. Xueling Du,Qipeng Yuan, Jinsong Zhao, Ye Li. Comparison of general rate model with a new model – artificial neural network model in describing chromatographic kinetics of solanesol adsorption in packed column by macroporous resins, Journal of Chromatography A, 1145(1-2):165-174,2007
  50. V. Venkatasubramanian, J. Zhao, S. Viswanathan, “Intelligent systems for HAZOP analysis of complex process plants”, Computers & Chemical Engineering, vol.24, 2291-2302, 2000
  51. J.Zhao, S. Viswanathan, C. Zhao, Fangping Mu, V. Venkatasubramania, “Computer-integrated tools for batch process development”, Computers & Chemical Engineering, vol. 24, 1529-1533, 2000
  52. J. Zhao, B. Chen and J. Shen, “Multidimensional non-orthogonal wavelet-sigmoid basis function neural networks for dynamic fault diagnosis”, Computers & Chemical Engineering, vol. 23, no. 1, 83-92, 1998