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陶飞

陶飞,北航国际交叉科学研究院常务副院长、北航党委人才工作办公室副主任、北航自动化科学与电气工程学院二级教授、博士生导师,教育部长江学者特聘教授(2019)。主要从事数字孪生、数字工程、智能制造与装备、制造工业软件、绿色可持续制造等教研工作。第一作者出版专著7部,在Nature等期刊上发表20余篇ESI高被引论文,被引用3万余次;连续入选2019,2020,2021,2022年科睿唯安全球高被引学者、Elsevier中国高被引学者。

担任国家重点研发计划、国家自然科学基金重点国际合作等项目负责人。获国家科技进步二等奖(排名1)、教育部自然科学一等奖(排名1)、国防科技进步一等奖、中国机械工业技术发明一等奖(排名1)、腾讯科学探索奖(2023)、中国青年科技奖、北京市杰出青年中关村奖(2023)、北京市教学成果二等奖等。现任国家智能制造专家委员会委员、国家重点研发计划工业软件重点专项总体专家组成员、中国机械工程学会理事、RCIM副主编、CIRP通信会员。入选美国SME智能制造Top 20最具影响力学者(2021)、科技部领军人才、国家优青等。创办《Digital Twin》国际期刊,发起数字孪生国际论坛和国际会议。


学习/工作经历:

2022.11-至今       北京航空航天大学国际交叉科学研究院       常务副院长

2019.05-2022.11       北京航空航天大学科学技术研究院       副院长

2018.06-2019.05       北京航空航天大学高新技术办公室       主任

2015.01-2018.06       北京航空航天大学自动化科学与电气工程学院       副院长

2013.08-至今       北京航空航天大学自动化科学与电气工程学院       教授

2009.03-2013.08       北京航空航天大学自动化科学与电气工程学院       副教授

2007.09-2009.03       美国密歇根大学(Dearborn)       博士后/Research Scholar

2003.9 -- 2008.5       武汉理工大学  机械工程  博士研究生毕业

1999.9 -- 2003.6       武汉理工大学 工业设计  本科毕业 


主持的科研项目:

1.2020.11-2023.10,国家重点研发计划,基于数字孪生的智能生产过程精确建模理论与方法,No. 2020YFB1708400

2.2022.06-2026.12,国家自然科学基金国际(地区)合作与交流项目,数字孪生车间构建及生产运行优化理论,No. 52120105008

3.2016.01-2018.12,国家自然科学基金优秀青年基金项目,面向服务的制造,No.51522501

4.2023.01-2026.12,国家自然科学基金面上项目,复杂装备数字孪生运维管控理论及应用研究,No. 52275471

5.2019.11-2022.12,北京市自然科学基金杰出青年科学基金项目,Digital Twin和服务的车间物理信息融合理论与运行方法研究,No. JQ19011

6.2015.10-2017.10,科技部创新方法工作专项项目课题,北京区域智能制造云服务平台创新方法应用推广与示范,No.2015IM040700

7.2019.01-2022.12,国家自然科学基金面上项目,工业云环境下的制造服务协作机理与可靠性分析理论研究,No.51875030

8.2023.05-2025.05,北自所(北京)科技发展股份有限公司,基于数字孪生的物流仿真系统技术研发


已发表论文 (※为通讯作者):

1.Tao, F.※, Qi, Q., 2019, Make More Digital Twins, Nature, 573: 490-491. (2021 Impact Factor: 69.504, Citation in Google Scholar: 303)

2.Tao, F., Xiao, B., Qi, Q.※, Cheng, J., Ji, P., 2022, Digital Twin Modeling, Journal of Manufacturing Systems, 64: 372-389. (2021 Impact Factor: 9.498, Citation in Google Scholar: 44)

3.Tao, F.※, Zhang, Y., Cheng, Y., Ren, J., Wang, D., Qi, Q., Li, P., 2022, Digital Twin and Blockchain Enhanced Smart Manufacturing Service Collaboration and Management, Journal of Manufacturing Systems, 62: 903-914. 【ESI Highly Cited Papers】

4.Tao, F.※, Sui, F., Liu, A., Qi, Q., Zhang, M., Song, B., Guo, Z., Lu, S., Nee, A.Y.C., 2019, Digital Twin-Driven Product Design Framework, International Journal of Production Research, 57(12): 3935-3953. 【ESI Highly Cited Papers】

5.Tao, F.※, Qi, Q., 2019, New IT Driven Service-Oriented Smart Manufacturing: Framework and Characteristics, IEEE Transactions on Systems, Man and Cybernetics: Systems, 49(1): 81-91. 【ESI Highly Cited Papers】

6.Tao, F.※, Qi, Q., Wang, L., Nee, A.Y.C., 2019, Digital Twins and Cyber-Physical Systems toward Smart Manufacturing and Industry 4.0: Correlation and Comparison, Engineering, 5(4): 653-661. 【ESI Highly Cited Papers】

7.Tao, F.※, Tang, Y., Zou, X., Qi, Q., 2019, A Field Programmable Gate Array Implemented Fibre Channel Switch for Big Data Communication towards Smart Manufacturing, Robotics and Computer-Integrated Manufacturing, 57: 166-181. (2021 Impact Factor: 10.103, Citation in Google Scholar: 23)

8.Tao, F.※, Zhang, H., Liu, A., Nee, A.Y.C., 2019, Digital Twin in Industry: State-of-the-Art, IEEE Transactions on Industrial Informatics, 15(4): 2405-2415. 【ESI Highly Cited Papers】

9.Tao, F.※, Cheng, J., Qi, Q., 2018, IIHub: An Industrial Internet-of-Things Hub towards Smart Manufacturing based on Cyber-Physical System, IEEE Transactions on Industrial Informatics, 14(5): 2271-2280. (2021 Impact Factor: 11.648, Citation in Google Scholar: 195)

10.Tao, F.※, Qi, Q., Liu, A., Kusiak, A., 2018, Data-Driven Smart Manufacturing, Journal of Manufacturing Systems, 48: 157-169. 【ESI Highly Cited Papers】

11.Tao, F.※, Cheng, J., Qi, Q., Zhang, M., Zhang, H., Sui, F., 2018, Digital Twin Driven Product Design, Manufacturing and Service with Big Data, International Journal of Advanced Manufacturing Technology, 94(9-12): 3563-3576. 【ESI Highly Cited Papers】

12.Tao, F., Zhang, M., Liu, Y., Nee, A.Y.C.※, 2018, Digital Twin Driven Prognostics and Health Management for Complex Equipment, CIRP Annals-Manufacturing Technology, 67(1): 169-172. 【ESI Highly Cited Papers】

13.Tao, F.※, Bi, L., Zuo, Y., Nee, A.Y.C., 2017, A Cooperative Co-Evolutionary Algorithm for Large-Scale Process Planning with Energy Consideration, Journal of Manufacturing Science and Engineering-Transaction of the ASME, 139(6): 061016-1-061016-11.

14.Tao, F.※, Bi, L., Zuo, Y., Nee, A.Y.C., 2017, Partial/Parallel Disassembly Sequence Planning for Complex Products, Journal of Manufacturing Science and Engineering-Transaction of the ASME, 140(1):011016-1-011016-10.

15.Tao, F.※, Cheng, J. Cheng, Y., Gu, S., Zheng, T., Yang, H., 2017, SDMSim: A Manufacturing Service Supply–Demand Matching Simulator under Cloud Environment, Robotics and Computer-Integrated Manufacturing, 45(6): 34-46. 【ESI Highly Cited Papers】

16.Tao, F.※, Cheng, Y., Zhang, L., Nee, A.Y.C., 2017, Advanced Manufacturing Systems: Socialization Characteristics and Trends, Journal of Intelligent Manufacturing, 28(5): 1079-1094. 【ESI Highly Cited Papers】

17.Tao, F.※, Zhang, M., 2017, Digital Twin Shop-Floor: A New Shop-Floor Paradigm towards Smart Manufacturing, IEEE Access, 5: 20418-20427. 【ESI Highly Cited Papers】

18.Tao, F.※, Li, C., Liao, T., Laili, Y.J., 2016, BGM-BLA: A New Algorithm for Dynamic Migration of Virtual Machines in Cloud Computing, IEEE Transactions on Service Computing, 6: 910-925.

19.Tao, F., Bi, L., Zuo, Y., Nee, A.Y.C.※, 2016, A Hybrid Group Leader Algorithm for Green Material Selection with Energy Consideration in Product Design, CIRP Annals-Manufacturing Technology, 65(1): 9-12.

20.Tao, F.※, Wang, Y., Zuo, Y., Yang, H., Zhang, M., 2016, Internet of Things in Product Life-Cycle Energy Management, Journal of Industrial Information Integration, 1: 26-39.

21.Tao, F.※, Zhang, L., Liu, Y., Cheng, Y., Wang, L., Xun, X., 2015, Manufacturing Service Management in Cloud Manufacturing: Overview and Future Research Directions, Journal of Manufacturing Science and Engineering-Transaction of the ASME, 137(4): 040912-1-040912-11.

22.Tao, F.※, Zuo, Y., Xu, L., Zhang, L., 2014, IoT-based Intelligent Perception and Access of Manufacturing Resource toward Cloud Manufacturing, IEEE Transactions on Industrial Informatics, 10(2): 1547-1557. 【ESI Highly Cited Papers】

23.Tao, F.※, Laili, Y.J., Liu, Y., Feng, Y., Wang, Q., Zhang, L., Xu, L., 2014, Concept, Principle and Application of Configurable Intelligent Optimization Algorithm, IEEE Systems Journal, 8(1): 28-42.

24.Tao, F.※, Zuo, Y., Xu, L., Lv, L., Zhang, L., 2014, Internet of Things and BOM Based Life Cycle Assessment of Energy-Saving and Emission-Reduction of Product, IEEE Transactions on Industrial Informatics, 10(2): 1252-1264.

25.Tao, F.※, Cheng, Y., Xu, L., Zhang, L., Li, B., 2014, CCIoT-CMfg: Cloud Computing and Internet of Things Based Cloud Manufacturing Service System, IEEE Transactions on Industrial Informatics, 10(2): 1435-1442.  【ESI Highly Cited Papers】

26.Tao, F.※, Feng, Y., Zhang, L., Liao, T., 2014, CLPS-GA: A Case Library and Pareto Solution-based Hybrid Genetic Algorithm for Energy-Aware Cloud Service Scheduling, Applied Soft Computing, 19: 264-279.

27.Tao, F.※, Laili, Y. J., Zhang, L., Zhang, Z. H., Nee, A. Y. C., 2014, QMAEA: A Quantum Multi-Agent Evolutionary Algorithm for Multi-Objective Combinatorial Optimization, Simulation, 90(2): 182-204.

28.Tao, F.※, Laili, Y.J., Xu, L., Zhang, L., 2013, FC-PACO-RM: A Parallel Method for Service Composition Optimal-Selection in Cloud Manufacturing System, IEEE Transactions on Industrial Informatics, 9(4): 2023-2033. 【ESI Highly Cited Papers】

29.Tao, F.※, Zhang, L., Lu, K., Zhao, D., 2012, Research on Manufacturing Grid Resource Service Optimal-Selection and Composition Framework, Enterprise Information Systems, 6(2): 237-264.

30.Tao, F.※, Qiao, K., Zhang, L., Li, Z., Nee, A.Y.C., 2012, GA-BHTR: An Improved Genetic Algorithm for Partner Selection in Virtual Manufacturing, International Journal of Production Research, 50(8): 2079-2100.

31.Tao, F.※, Guo, H., Zhang, L., Cheng, Y., 2012, Modelling of Combinable Relationship-based Composition Service Network and Theoretical Proof of Its Scale-Free Characteristics, Enterprise Information Systems, 6(4): 373-404.

32.Tao, F.※, Cheng, Y., Zhang, L., Zhao, D., 2012, Utility Modelling, Equilibrium, and Coordination of Resource Service Transaction in Service-oriented Manufacturing System, Proceedings of the Institution of Mechanical Engineers, Part B, Journal of Engineering Manufacture, 226(6): 1099-1117.

33.Tao, F.※, Zhang, L., Venkatesh, V., Luo, Y., Cheng, Y., 2011, Cloud Manufacturing: A Computing and Service-oriented Manufacturing Model, Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture, 225(10): 1969-1976. 【ESI Highly Cited Papers】

34.Tao, F.※, Zhang, L., Nee, A.Y.C., 2011, A Review of the Application of Grid Technology in Manufacturing, International Journal of Production Research, 49(13): 4119-4155.

35.Tao, F.※, Zhao, D., Hu, Y., Zhou, Z., 2010, Correlation-Aware Resource Service Composition and Optimal-Selection in Manufacturing Grid, European Journal of Operational Research, 201(1): 129-143.

36.Tao, F.※, Zhao, D., Zhang, L., 2010, Resource Service Optimal-Selection Based on Intuitionistic Fuzzy Set and Non-Functionality QoS in Manufacturing Grid System, Knowledge and Information Systems, 25(1): 185-208.

37.Tao, F.※, Hu, Y., Zhao, D., Zhou, Z., 2010, Study of Failure Detection and Recovery in Manufacturing Grid Resource Service Scheduling, International Journal of Production Research, 48(1): 69-94.

38.Tao, F., Zhang, L., Zhang, Z., Nee, A.Y.C.※, 2010, A Quantum Multi-Agent Evolutionary Algorithm for Selection of Partners in a Virtual Enterprise, CIRP Annals-Manufacturing Technology, 59(1): 485-488.

39.Tao, F.※, Hu, Y., Zhou, Z., 2009, Application and Modeling of Resource Service Trust-QoS Evaluation in Manufacturing Grid System, International Journal of Production Research, 47(6): 1521-1550.

40.Tao, F.※, Hu, Y., Zhao, D., Zhou, Z., 2009, Study on Resource Service Match and Search in Manufacturing Grid System, International Journal of Advanced Manufacturing Technology, 43(3-4): 379-399.

41.Tao, F.※, Hu, Y., Zhao, D., Zhou, Z., 2009, An Approach to Manufacturing Grid Resource Service Scheduling Based on Trust-QoS, International Journal of Computer Integrated Manufacturing, 22(2): 100-111.

42.Tao, F.※, Hu, Y., Zhao, D., Zhou, Z., Zhang, H., Lei, Z., 2009, Study on Manufacturing Grid Resource Service QoS Modeling and Evaluation, International Journal of Advanced Manufacturing Technology, 41(9-10): 1034-1042.

43.Tao, F.※, Zhao, D., Hu, Y., Zhou, Z., 2008, Resource Service Composition and Its Optimal-Selection Based on Particle Swarm Optimization in Manufacturing Grid System, IEEE Transactions on Industrial Informatics, 4(4): 315-327.【ESI Highly Cited Papers】

44.Tao, F.※, Hu, Y., Zhou, Z., 2008, Study on Manufacturing Grid & its Resource Service Optimal-Selection System, International Journal of Advanced Manufacturing Technology, 37(9-10): 1022-1041.

45.陶飞, 张萌, 程江峰, 戚庆林. 数字孪生车间:一种未来车间运行新模式 [J]. 计算机集成制造系统, 2017, 23(1): 1-1611.

46.陶飞, 程颖, 程江峰, 张萌, 徐文君, 戚庆林. 数字孪生车间信息物理融合理论与技术[J]. 计算机集成制造系统, 2017, 23(8): 1603-1611.

47.陶飞,张贺,戚庆林,张萌,刘蔚然,程江峰,马昕,张连超,薛瑞娟. 数字孪生十问:分析与思考[J]. 计算机集成制造系统, 2020(1): 1-17.

48.刘蔚然,陶飞,程江峰,张连超,易旺民.数字孪生卫星: 概念、关键技术及应用[J]. 计算机集成制造系统, 2020(3):565-588.

49.张辰源,陶飞.数字孪生模型评价指标体系[J]. 计算机集成制造系统,2021,27(8):2171-2186.


所获奖励(按时间倒序排序):

1.2020年,获国家科学技术进步奖二等奖

2.2022年,获教育部自然科学奖一等奖

3.2022年,获机械工业技术发明奖一等奖

4.2019年,获国防科学技术进步奖一等奖

5.2023年,获北京市杰出青年中关村奖

6.2023年,获第五届腾讯科学探索奖

7.2016年,获中国青年科技奖