教授/研究员
李莉
发布时间:2021-03-30 12:59        浏览次数:9803

李莉

职称:教授

职务: 

学科/部门:控制科学与工程,控制理论与控制工程

电子邮箱:lili@tongji.edu.cn

办公电话: 021-69583907

研究方向

智能生产,复杂制造系统计划与调度,计算智能,面向工业4.0的大数据应用等

                       

学生接待时间

 

个人简介与工作经历


同济大学电子与信息工程学院控制科学与工程系,教授,博导。2003年3月中国科学院沈阳自动化研究所博士毕业,2005年1月同济大学控制科学与工程博士后出站,进入同济大学控制科学与工程系, 2007.9- 2008.8美国南加州大学访问学者,2015.8-2016.6美国威斯康星大学麦迪逊分校访问学者。

 

科研与教学


承担项目情况:

1. 国家自然科学基金委员会,面上项目,72171172,基于动态博弈和智能学习的无人工厂可靠调度,2022/01-2025/12,48万元,在研,主持

2. 国家自然科学基金委员会,应急管理项目,71841036,一体化应急应战体系建设及能力提升策略研究,2018/10-2019/09,15万元,结题,参与

3. 上海市发展与改革委员会,上海市市级科技重大专项,2021SHZDZX0100,人工智能前沿基础理论与关键技术-自主智能无人系统,2020/12-2023/12,9500万元,在研,参与

4. 中国工程院,中国工程院战略研究与咨询项目,2022-DFZD-33,全球影响力科创中心建设信息领域专项研究,2022/06- 2023/05,80万元,在研,参与

5. 中国工程院,中国工程院战略研究与咨询项目,2022-XY-100,基于数字化发展的制造业生态构建和路径研究,2022/03-2023/02,80万元,在研,参与

6. 上海市科学技术委员会,上海市科技先导专项,19511132100,多智能体系统自主协同的基础理论与方法,2019/10-2022/09,2903万元,在研,参与

7. 科学技术部,重点研发计划课题,2018YFB1305304,人机互助安全交互与柔顺作业控制,2019/06-2022/05,166万元,结题,主持

8. 国家自然科学基金委员会,面上项目,51475334,性能驱动的半导体生产线闭环优化动态调度方法研究,2015/01-2018/12,80万元,在研,主持

9. 上海市科委项目,基于大数据的上海港及其邻近水域气象灾害(强对流)风险预警及决策支持平台研发,2017/01-2018.12,70万元,在研,参加(排名第2,项目执行负责人)

10. 国家自然科学基金委员会,应急管理项目,71540022,大数据环境下的管理决策理论动态研究,2016/01-2016/12,19.92万元,已结题,参加(排名第2)

11. 国家自然科学基金委员会,青年基金项目,50905129,面向问题模式挖掘的复杂芯片制造过程近全局优化动态调度方法研究,2010/01-2012/12,19万元,已结题,主持

12. 国家自然科学基金委员会,重点项目,61034004,复杂生产过程基于数据的优化调度理论与方法,2011/01-2014/12,230万元,已结题,参加(排名第4)

13. 国家自然科学基金委员会,重点项目,70531020,组件化可重构多重入复杂制造系统生产计划与调度体系结构及其关键问题研究,2006/01-2009/12,100万元,已结题,参加(排名第5)

14. 国家自然科学基金委员会,面上项目,60374005,复杂生产制造过程的分布式协同智能优化调度方法研究,2004/01-2006/12,24万元,已结题,参加(排名第3)

15. 国家高技术研究发展计划(863计划)子课题,2012AA041005,白光集成模组封装设备研制——LED球泡灯自动装配生产线智能管控一体化系统,2012/01-2014/01,8万元,已结题,主持

16. 上海市科技创新行动计划,11DZ1141100,LED应用产品自动化成套装备控制技术的研究,2011/06-2013/06,18万元,已结题,主持

17. 上海市科技创新行动计划,10DZ1120100,集成电路芯片制造的动态建模与调度仿真优化技术的研究与应用,2010/06-2012/06,50万元,已结题,参加(排名第3)

18. 上海市科技创新行动计划,09DZ1120602,复杂半导体制造的动态仿真与智能优化运行技术的研究与应用,2009/10-2011/09,37.5万元,已结题,参加(排名第2)

19. 教育部博士点基金(新教师)项目,20070247007,基于群集工作效应激励的群体智能理论与应用研究,2008/01-2010/12,3.6万元,已结题,主持

 

代表性论文:

(1) Cui Meiji,Li Li(*),Zhou MengChu(*),Li Jiankai,Abusorrah Abdullah,Sedraoui Khaled,A Bi-population Cooperative Optimization Algorithm Assisted by an Autoencoder for Medium-scale Expensive Problems,IEEE-CAA JOURNAL OF AUTOMATICA SINICA,2022,9(11):1952-1966

(2) Wang Yong,Lin Kuo-Yi,Cheng Shuming,Li Li(*),Variational quantum extreme learning machine,NEUROCOMPUTING,2022,512:83-99

(3) Tang Junya,Lin Kuo-Yi, Li Li(*),Using Domain Adaptation for Incremental SVM Classification of Drift Data,MATHEMATICS,2022,10(19):1-17

(4) Yu Rui,Tang Yutao,Yi Peng,Li, Li(*),Distributed Nash Equilibrium Seeking Dynamics With Discrete Communication,IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS,2022:1-7

(5) Li Xinran,Lin Kuo-Yi,Meng Min,Li Xiuxian,Li Li(*),Hong Yiguang,Chen Chen, Jie,A Survey of ADAS Perceptions With Development in China,IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS,2022,23(9):14188-14203

(6) Meng Min,Li Li(*),Stability and Pinning Stabilization of Markovian Jump Boolean Networks,IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS,2022,69(8):3565-3569

(7) Cui Meiji,Li Li(*),Zhou Mengchu,Abusorrah Abdullah,Surrogate-Assisted Autoencoder-Embedded Evolutionary Optimization Algorithm to Solve High-Dimensional Expensive Problems,IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION,2022,26(4):676-689

(8) Li Li,Yu Yang,Li Xiuxian(*),Xie Lihua,Exponential convergence of distributed optimization for heterogeneous linear multi-agent systems over unbalanced digraphs,AUTOMATICA,2022,141:110259

(9) Chen Ziqin,Ma Ji,Liang Shu,Li Li(*),Distributed Nash equilibrium seeking under quantization communication,AUTOMATICA,2022,141:110318

(10) Fu Weiming,Wan Yanni,Qin Jiahu(*),Kang Yu,Li Li(*),Privacy-Preserving Optimal Energy Management for Smart Grid With Cloud-Edge Computing,IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS,2022,18(6):4029-4038

(11) Cheng Cheng,Li Xiuxian,Xie Lihua,Li Li(*),Autonomous dynamic docking of UAV based on UWB-vision in GPS-denied environment,JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS,2022,359(7):2788-2809 

(12) Li Li,Wang Yong,Xu Ying,Lin Kuo-Yi(*),Meta-learning based industrial intelligence of feature nearest algorithm selection framework for classification problems,JOURNAL OF MANUFACTURING SYSTEMS,2022,62:767-776

(13) Huang Mengyu,Tsang Kam Fai Elvis,Li Yuzhe,Li Li(*),Shi Ling,Strategic DoS Attack in Continuous Space for Cyber-Physical Systems Over Wireless Networks,IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS,2022,8:421-432

(14) Guo Xin, Zhao Wu(*),Hu Huicong,Li Li,Liu Ying,Wang Jie,Zhang Kai,A smart knowledge deployment method for the conceptual design of low-carbon products,JOURNAL OF CLEANER PRODUCTION,2021,321:128994

(15) Li Li,Wang Yong,Hsu Chia-Yu,Li Yibin,Lin Kuo-Yi(*),L-measure evaluation metric for fake information detection models with binary class imbalance,ENTERPRISE INFORMATION SYSTEMS,2021,15(10):1587-1606

(16) Chen Ziqin, Yi Peng(*), Li Li, Hong Yiguang, Distributed Time-Varying Convex Optimization With Dynamic Quantization,IEEE TRANSACTIONS ON CYBERNETICS,2021: 1078-1092

(17) Yi Peng(*),Li Li,Distributed Nonsmooth Convex Optimization over Markovian Switching Random Networks with Two Step-Sizes,JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY,2021,34(4) 1324–1344

(18) Yu Qingyun,Yang Haolin,Lin Kuo-Yi,Li Li(*),A self-organized approach for scheduling semiconductor manufacturing systems,JOURNAL OF INTELLIGENT MANUFACTURING,2021,32(3):689–706

(19) Li Li,Wang Yong,Lin Kuo-yi (*) ,Preventive maintenance scheduling optimization based on opportunistic production-maintenance synchronization, Journal of Intelligent Manufacturing, 2021, 32: 545-558

(20) Ni Yuqing,Wu Junfeng,Li Li(*),Shi Ling,Multi-Party Dynamic State Estimation That Preserves Data and Model Privacy,IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY,2021,16:2288-2299

(21) Gao Yunlon,Yang Chengyu,Lin Kuo-Yi,Pan Jinyan,Li Li(*),Conditional semi-fuzzyc-means clustering for imbalanced dataset, IET IMAGE PROCESSING,2020,14(11): 2343 – 2355

(22) Li Li,Fan Yuxi,Tse Mike,Lin Kuo-Yi(*),A review of applications in federated learning,COMPUTERS & INDUSTRIAL ENGINEERING,2020,149:106854

(23) Yu Qingyun,Yang Haolin,Lin Kuo-Yi,Li Li(*),A Predictive Dispatching Rule Assisted by Multi-Layer Perceptron for Scheduling Wafer Fabrication Lines,JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING,2020,20(3) : 031001

(24) You Mingyu(*),Han Xuan(*),Xu Yangliu, Li Li,Systematic evaluation of deep face recognition methods,NEUROCOMPUTING,2020,388, 144-156

(25) Mei Guang,Xu Weisheng,Li Li(*),Zhao Zhen,Li Hao,Li Wenqing,Jiao Yueming, The Role of Campus Data in Representing Depression Among College Students: Exploratory

Research,JMIR MENTAL HEALTH,2020,7:12503

(26) Kang Qi,Song Xinyao,Zhou MengChu(*),Li Li, A Collaborative Resource Allocation Strategy for Decomposition-Based Multiobjective Evolutionary Algorithms, IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,2019,49(12)2416-2423

(27) Ni JiaCheng,Li Li(*),Memetic Variable Clustering and Its Application,MATHEMATICAL PROBLEMS IN ENGINEERING,2019,2019:4195318

(28) Cui Meiji,Li Li (*),Shi Miaojing,A Selective Biogeography-Based Optimizer Considering Resource Allocation for Large-Scale Global Optimization,COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE,2019,2019: 1240162

(29) Li Li(*) ,Zijin Sun,MengChu Zhou,Fei Qiao,Adaptive Dispatching Rule for Semiconductor Wafer Fabrication Facility,IEEE Transactions on Automation Science and Engineering,2013.04,10(2):354~364

(30) Li Li (*),Zhihong Min,An Efficient Adaptive Dispatching Method for Semiconductor Wafer Fabrication Facility,International Journal of Advanced Manufacturing Technology,2016.01,84(1-4):1~11

(31) Li Li (*),Sun Zijin,Ni Jiacheng,Qiao Fei,Data-Based Scheduling Framework and Adaptive Dispatching Rule of Complex Manufacturing Systems,International Journal of Advanced Manufacturing Technology,2013.06,66(9):1891~1905

(32) Li Li (*),Qiao Fei,Wu Qidi,ACO-Based Multi-Objective Scheduling of Parallel Batch Processing Machines with Advanced Process Control Constraints,International Journal of Advanced Manufacturing Technology,2009.10,44(9-10):985~994

(33) Li Li (*),Multi-Ant Colony-Based Sequencing Method for Semiconductor Wafer Fabrication Facilities with Multi-Bottleneck,International Journal of Modelling, Identification and Control,2012.08,15(4):259~266

(34) Li Li (*),Wu Haifeng,ACO- ICSA Based Scheduling of a Single Batch Processing Machine in Semiconductor Manufacturing,Advances in Information Sciences and Service Sciences,2011.11,3(10):240~246

(35) Li Li (*),Fei Qiao,Wu Qidi,Swarm Intelligence Based Dynamic Real-Time Scheduling Approach for Semiconductor Wafer Fab,Chinese Journal of Mechanical Engineering (english Edition),2005.03,18(1):71~74

(36) Li Li (*),Xue Jinsong,Zhu Yunlong,Research on Negotiation-Based Partner Selection Approach,Chinese Journal of Mechanical Engineering (english Edition),2002.03,15(1):15~21

(37) 李莉 (*),乔非,许潇红,吴启迪,半导体生产线全局修正式重调度方法研究,计算机集成制造系统,2006.07,12(7):1022~1027

(38) 李莉 (*),乔非,许潇红,吴启迪,基于Agent的芯片制造生产线动态调度方法研究,计算机集成制造系统,2005.11,11(12):1710~1717

(39) 李莉 (*),乔非,姜桦,吴启迪,半导体生产线动态调度方法研究,计算机集成制造系统,2004.08,10(8):949~954

(40) 李莉 (*),乔非,田晓雨,晶圆加工生产线蚁群优化排程方法,清华大学学报(自然科学版),2007.08,47(S2):1891~1894

(41) 李莉 (*),乔非,吴启迪,基于系统动力学的半导体生产线投料策略,中国机械工程,2006.12,17(23):2507~2511

(42) 李莉 (*),乔非,吴启迪,半导体制造重调度研究,中国机械工程,2006.03,17(6):612~616

(43) 李莉 (*),乔非,吴启迪,半导体生产线批加工设备调度规则,系统仿真学报,2006.08,18(9):2419~2425

(44) 李莉 (*),乔非,吴启迪,半导体生产线群体智能调度模型研究,中国机械工程,2004.11,15(22):2006~2009

(45) 李莉 (*),李伟平,薛劲松,朱云龙,基于多智能体的虚拟企业的构建及运行研究,中国机械工程,2002.03,13(6):477~480

(46) 李莉 (*),石岩森,薛劲松,朱云龙,基于Multi-Agent的虚拟企业集成框架研究,信息与控制,2002.04,31(2):112~116

(47) 李莉 (*),石岩森,薛劲松,朱云龙,基于多智能体的虚拟企业环境下自治agent的协商,控制与决策,2001.11,16(Sup):770~774

(48) Ni JiaCheng,Li Li(*) ,Qiao Fei,Wu QiDi,A Novel Memetic Algorithmand Its Application to Data Clustering,Memetic Computing,2013.03,5(1):65~78

(49) Ni JiaCheng,Li Li (*),Qiao Fei,Wu QiDi,A GS-MPSO-WKNN Method for Missing Data Inputation in Wireless Sensor Networks Monitoring Manufacturing Conditions,Transactions of the Institute of Measurement and Control,2014.12,36(8):1083~1092

(50) Ni Jiacheng,Li Li (*),Qiao Fei,A PSO Based on a Local World Evolving Network Model and a Gaussian Mutation Operator and Its Application in Data Clustering,Advances in Information Sciences and Service Sciences,2011.11,3(10):199~206

(51) Jia Xu,Li Li (*),Fei Qiao,Qidi Wu,Finite-time control of impulsive Takagi-Sugeno fuzzy systems,Advances in Information Sciences and Service Sciences,2011.11,10(3):247~254

(52) 吴启迪,乔非,李莉(*) ,吴莹,基于数据的复杂制造过程调度,自动化学报,2009.06,35(6):807~813

 

著作:

(1) 吴启迪,李莉 ,乔非,于青云,半导体制造系统智能调度,清华大学出版社,2015.4

(2) 吴启迪,乔非,李莉 ,王遵彤,半导体制造系统调度,电子工业出版社,2006.09

(3) 吴启迪,王中杰,李莉,集成电路生产的优化调度——理论模型、算法与系统仿真,同济大学出版社,2006.06

(4) Li Li ,Qiao Fei,Ma Yumin,Ye Kai,Chapter 7: Simulation-Based Modular Scheduling System of Semiconductor Manufacturing,INTECH,2011.01

(5) Li Li ,Gu Pan,Qiao Fei,Wu Ying,Wu Qidi,Chapter 8:ACO-based Multi-objective Scheduling of Identical Parallel Batch Processing Machines in Semiconductor Manufacturing,SCIYO,2010.01

 

授权发明专利:

(1) 李莉,刘宇广,林国义,一种基于深度学习的不平衡硬盘数据的故障诊断方法,中国,202010151485.X

(2) 李莉,林国义,杨浩林,半导体制造系统的动态调度方法,中国,202011537045.4

(3) 李莉,林国义,一种半导体制造系统投料控制方法级系统,中国,202110192363.X

(4) 李莉 ,吴启迪,乔非,徐辉,一种半导体生产线自适应动态调度装置,中国,ZL 201310320617.7

(5) 李莉 ,吴启迪,乔非,李娜,一种钢铁企业煤气优化调度装置,中国,ZL 201310320627.0

(6) 李莉,吴启迪,乔非,陈隆,半导体生产线优化调度装置,中国,ZL 201310320609.2

(7) 吴启迪,乔非,李莉 ,基于信息素的用于半导体生产线的动态调度方法,中国,ZL 200510026662.7

(8) 乔非,李莉,祝军,一种用于配煤系统的生产性能与能耗性能协同优化方法,中国,ZL 201210546612.1

(9) 吴启迪,乔非,曹政才,李莉,余红霞,基于Petri网与免疫算法的半导体生产线建模与优化方法,中国,ZL 200910046192.9

 

获奖:

(1) 李莉(1/14); 同济大学“自主智能系统”创新团队, 中国自动化学会, 中国自动化学会自动化与人工智能创新团队奖, 其他, 2020(李莉; 陈启军; 何斌; 吴启迪; 乔非; 康琦; 刘成菊; 衣鹏; 雷金龙; 王志鹏;周艳敏; 林国义; 李刚; 许佳) (科研奖励)

(2) 李莉(6/14); 可信自适应Kalman滤波方法研究及其在飞行测试中的应用, 中国指挥与控制学会, 中国指挥与控制学会科学技术进步二等奖, 其他, 2022(葛泉波; 李宏; 陆振宇; 左益宏; 杨哲;李莉; 张皓; 申兴发; 张兴国; 周文晖; 何红丽; 赵中原; 赫朝; 赫明哲) (科研奖励)

(3) Li Li(3/3); Distributed No-Regret Learning for Stochastic Aggregative Games over Networks, 关肇直奖评奖委员会, 第27届关肇直奖, 其他, 2021(Jinlong Lei; Peng Yi; Li Li) (科研科奖励)

(4) Li Li(1/5); Data-driven Scheduling of Semiconductor Manufacturing Systems, 中宣部丝路书香工程办公室, 国家2022年度“丝路书香出版工程”, 其他, 2022(Li Li; Qingyun Yu; Kuo-Yi Lin; Yumin Ma; Fei Qiao) (科研奖励)

(5) 李莉(1/4); 数据驱动的半导体制造系统调度, 国家新闻广电总局, 中国制造2025出版工程,“十三五”国家重点出版物出版规划项目, 其他, 2020(李莉; 于青云; 马玉敏; 乔非) (科研奖励)

(6) Li Li(4/7); Industrial Internet of Learning (IIoL): IIoT based pervasive knowledge network for LPWAN—concept, framework and case studies, CCF Transactions on Pervasive Computing and Interaction, CCF Transactions on Pervasive Computing and Interaction 2022最佳论文奖, 其他,2022(Jian Qin; Zhuoqun Li; Rui Wang; Li Li; Zhe Yu; Xun He; Ying Liu) (科研奖励)

(7) Li Li(2/5);Heterogeneous distributed production scheduling of semiconductor performancedriven approach, Annual International Conference for Chinese Scholars in Industrial Engineering(CSIE2020), Best Application Paper Award, 国际学术奖, 2020(Kuo-yi Lin; Li Li; Yan Cheng; LijieFeng; Jinfeng Wang)

(8) 李莉(3/6),基于数据的复杂生产系统调度与控制,中国自动化学会,发明,省部一等奖,2015.10.10(吴启迪,乔非,李莉 ,马玉敏,汪镭,康琦)

(9) 李莉(3/14),复杂制造系统智能调度与优化技术及应用,上海市人民政府,发明,省部一等奖,2013.03.19(吴启迪,乔非,李莉 ,王庆宇,张浩,张炜,马玉敏,汪镭,王中杰,王遵彤,陆剑峰,康琦,彭道刚,茅大钧)

(10) Li Li,Adaptive Dispatching Rule for Semiconductor Wafer Fabrication Facility,IEEE Robotics and Automation Society,2013年度 IEEE Trans. ASE Best Paper Award,Best Paper Award Finalist,2013.01.01(Li Li ,Sun Zijin,Zhou Mengchu,Qiao Fei)

 

本科教学:运筹学(3学分,春季学期)

研究生教学:系统分析与优化(2学分,春季学期)

  

社会任职

中国自动化学会集成自动化技术专业委员会秘书长,上海市自动化学会理事。


 

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