杜文莉


  杜文莉

    1974年11月生，教授、博士生导师。国家杰出青年科学基金获得者。现任信息科学与工程学院院长，化工过程先进控制和优化技术教育部重点实验室副主任。

1997年毕业于大连理工大学自动化系，2000年获大连理工大学检测仪表与自动化装置硕士学位，2005年获得华东理工大学控制科学与工程专业博士学位。2000年进入华东理工大学工作至今。主要研究方向为过程控制与优化、过程系统工程、智能制造（在线感知与检测、大数据工况分析以及风险动态预警等）及其工程应用等。近五年来，作为课题负责人/副组长，先后承担了国家自然科学基金重大项目课题、科技部863计划、上海市以及企业重大(重点)科技攻关等多项课题的研发工作，并在乙烯、PTA、炼油、聚酯、乙二醇等大型工程应用示范，形成了系列具有自主知识产权的核心技术（授权国家发明专利30余件，登记计算机软件著作权27件）。获4项国家科技进步二等奖、10项省部级一等奖等科技奖励，其中，以排名第一获得2016年度教育部科技进步一等奖，排名第二获得中国石油和化学工业联合会科学技术进步奖一等奖。近年来发表学术论文110余篇。

Prof. Wenli Du received her BSc and MSc degrees from Dalian University of Technology in 1997 and 2000, respectively, and her PHD degree in East China University of Science and Technology in 2005. Her PHD thesis has been awarded for Shanghai Excellent Doctoral Dissertation. She joined the Automation department in ECUST since 2000. She is now the dean of School of Information Science & Engineering, and Vice dean of the key laboratory of advanced control and optimization for chemical process of Ministry of Education in China.

Her research interests focus on the modeling, control, optimization and fault diagnosis of Chemical process. The research results have been applied to ethylene plants and purified terephathalic acid plants, and bring significant economic and social benefits for the SINOPEC. She has been granted by National Natural Science Funds for Excellent Young Scholar project, the new century excellent person of Ministry of Education，the technical Phospherus plan in Shanghai Province and Changjiang Outstanding Scholar of Ministry of Education in China .


研究方向

工业过程建模、控制与优化

  • 机理与数据驱动的工业过程建模

  • 先进控制与自主协同控制

  • 复杂化工过程系统优化与决策

机器学习与人工智能

  • 数据挖掘与统计分析方法

  • 知识迁移与联合学习

  • 进化计算优化

智能工厂

  • 原料属性的在线检测

  • 大数据下生产模态识别与理解

  • 安全风险认知与动态预警


科技奖励

  1. 国家科技进步奖二等奖，大型精对苯二甲酸装置节能降耗的优化运行技术，2011

  2. 国家科技进步奖二等奖，大型乙烯装置优化运行技术与工业应用，2009

  3. 国家科技进步奖二等奖，大型精对苯二甲酸生产过程智能建模、控制与优化技术，2005

  4. 国家科技进步奖二等奖，乙烯生产过程基于神经网络的软测量和智能控制技术，2002


承担的主要项目

  1. 国家自然科学基金重大项目课题，炼油生产过程全局优化运行的集成建模理论与技术

  2. 国家杰出青年科学基金，化工过程控制与优化

  3. 国家自然科学基金面上项目，乙烯装置裂解炉群不确定运行周期下的优化方法研究

  4. 国家自然科学基金面上项目，化工过程故障预警和系统维护理论方法与关键技术研究

  5. 国家科技部863重点项目，典型流程工业制造过程碳效优化技术

  6. 国家973计划项目子课题，基于过程模型的生产全流程在线动态运行优化理论和方法研究

  7. 上海市科委，化工过程能质高效利用技术创新服务平台

  8. 上海市基础研究重点项目，基于化工过程机理与运行信息融合的过程控制与优化理论方法及工业应用

  9. 中国石化上海石化科技项目，乙烯装置高附加值产品最大化的优化控制技术


近期代表性论文

  1. YueFeng Lin, Wei Du, Wenli Du*. Multi-objective differential evolution with dynamic hybrid constraint handling mechanism. Soft Computing, 2018, 22(7), 1-15

  2. Peng Jiang, Wenli DU*. Multi-Objective Modeling and Optimization for Scheduling of Cracking Furnace Systems. Chinese Journal of Chemical Engineering. 2017, 25 (8) :992-999

  3. Wenli DU*, Fei Zhang. Genetic Mechanism-Enhanced Standard Particle Swarm Optimization 2011. Soft Computing. 2017 (3): 1-19

  4. Peng, Xin; Tang, Yang; He, Wangli; Du, Wenli*; Qian, Feng*. A Just-in-Time Learning based Monitoring and Classification Method for Hyper/Hypocalcemia Diagnosis. IEEE/ACM Transactions on Computational Biology and Bioinformatics. 2017doi:10.1109/TCBB.2017.2655522

  5. Xin Peng, Yang Tang, Wenli Du*, and Feng Qian*. Online Performance Monitoring and Modeling Paradigm Based on Just-in-Time Learning and Extreme Learning Machine for a Non-Gaussian Chemical Process. Industrial & Engineering Chemistry Research 2017, 56 (24): 6887-7108.

  6. Wangli He, Du, Wenli*; Qian, Feng*. Multi-agent systems on multilayer networks: synchronization analysis and network design. IEEE Transactions on Systems, Man, and Cybernetics: Systems. 2017,47(7): 1655-1667.

  7. DU, Wenli*, Bao, Chunyu, Chen, Xu, Tian, Liang; Jiang, Da. Dynamic optimization of tandem acetylene hydrogenation process. Industrial & Engineering Chemistry Research. 2016, 55 (46), pp 11983-11995.

  8. Chen X, Du W*, Qian F. Solving Chemical Dynamic Optimization Problems with Ranking-Based Differential Evolution Algorithms[J]. Chinese Journal of Chemical Engineering, 2016, 24(11): 1600-1608.

  9. Ying Tian, Wenli Du*, Feng Qian. High Dimension Feature Extraction based Visualized SOM Fault Diagnosis Method and Its Application in P-xylene Oxidation Process. Chinese Journal of Chemical Engineering 2015, 23(9): 1509-1517.

  10. Du Wenli*, Tian Ying, Qian Feng. Monitoring for Nonlinear Multiple Modes Process based on LL-SVDD-MRDA. IEEE Transactions on Automation Science and Engineering, 2014, 11(4): 1133-1148.

  11. Xu Chen, Wenli Du*, Feng Qian. Multi-Objective Differential Evolution with Ranking-Based Mutation Operator and Its Application in Chemical Process Optimization. Chemometrics and Intelligent Laboratory Systems. 2014, 16(15): 85-96.

  12. Xu Chen,Wenli Du*, Tianfield Huaglory, Rongbin Qi, Wangli He, Feng Qian, Dynamic Optimization of Industrial Processes With Nonuniform Discretization-Based Control Vector Parameterization. IEEE Transactions on Automation Science and Engineering. 2014,11(4)：1289-1299.

  13. Chaochun Li, Guihua Hu, Weimin Zhong, Wangli He, Wenli Du*, Feng Qian*.Coke Deposition Influence Based on a Run Length Simulation of a 1,2-Dichloroethane Cracker. Industrial & Engineering Chemistry Research. 2013, 52(49): 17501-17516.

  14. Xu Chen, Wenli Du*, Rongbin Qi, Feng Qian and Huaglory Tianfield. Hybrid Gradient Particle Swarm Optimization for Dynamic Optimization Problems of Chemical Processes. Asia-Pacific Journal of Chemical Engineering. 2013. 8(5): 708-720.

  15. Tian Ying, Du Wenli*, Qian Feng. Fault Detection and Diagnosis for Non-Gaussian Processes with Periodic Disturbance Based on AMRA-ICA. Industrial & Engineering Chemistry Research. 2013, 52(34)：12082-12107.

  16. Bin Xu, Rongbin Qi, Weimin Zhong, Wenli Du*, Feng Qian*. Optimization of p-xylene oxidation reaction process based on self-adaptive multi-objective differential evolution. Chemometrics and Intelligent Laboratory Systems. 2013, 127(15)：55–62.

  17. Qun Wu, Wenli Du*, Feng Qian. A Vector-Based Approach for Controller Performance Assessment. Industrial & Engineering Chemistry Research. 2012, 51 (48): 15745-15752

  18. Feng Qian*, Lili Tao, Weizhen Sun, Wenli Du*. Development of a free radical kinetic model for industrial oxidation of p-Xylene based on ANN and AIGA. Industrial & Engineering Chemistry Research. 2012, 51 (8)：3229-3237

  19. HE Hong, Du Wenli*, QIAN Feng, Zhong Weimin. Operation Condition Optimization of p-xylene Oxidation Reaction Process Based on Fuzzy Adaptive Immune Algorithm. Industrial & Engineering Chemistry Research. 2010, 49(12): 5683-569.

  20. Yuan, Quan. Qian, Feng; Du, Wenli*. A hybrid genetic algorithm with the Baldwin effect. Information Sciences, 2010, 180(5): 640-652.
网页发布时间: 2018-11-23