工业与智能系统工程研究所

工业与智能系统工程研究所
副高级职称(按拼音排序)

明振军

明振军

预聘助理教授(副研究员)

博导 √ 硕导

学院及专业

4008com云顶集团,工业工程/机械工程

办公地址

北京理工大学1号楼343-1

邮 编

100081

zhenjun.ming@bit.edu.cn


研究方向

个人简介明振军,副研究员,硕士生导师。2007.9-2017.3北京理工大学本科并硕博连读获得工学博士学位,2017.4-2020.1北京理工大学航空宇航科学与技术博士后,2014.8-2016.4及2018.8-2020.1美国俄克拉荷马大学宇航与机械学院访问学者主讲工业工程专业《决策理论与方法》课程近年围绕装备体系自底向上涌现和自顶向下设计问题,以多智能体仿真、机器学习和知识工程为技术主线,开展数据驱动的装备体系设计与优化技术研究。主持和参与国家自然科学基金、中国博士后科学基金、国防基础加强、国防科技创新特区、国防基础科研、装发预先研究项目多项出版专著1部,发表论文15,申请(含获批)发明专利6项,软件专著权5项。

研究方向体系(系统之系统)工程态势感知与评估决策及群体智能知识工程

欢迎具有机械工程/工业工程/计算机科学/数学等背景的同学报考。

代表性论文及研究项目

代表论文:

[1] (专著)Z. Ming, G. Wang, R. Wang, Y. Yan, A. B. Nellippallil, J. K. Allen, and F. Mistree, " Architecting Knowledge-Based Platform for Decision Support in the Design of Engineered Systems," Springer, 2021.

[2] J. Hao, L. Zhao, J. Milisavljevic-Syed, and Z. Ming*, "Integrating and Navigating Decision-Related Knowledge Using Decision Knowledge Graph," Advanced Engineering Informatics, 2021. (under review)

[3] Z. Ming, A. B. Nellippallil, G. Wang, Y. Yan, J. K. Allen, and F. Mistree, "A Performance Based Method for Information Acquisition in Engineering Design under Multi-Parameter Uncertainty," Information Sciences, vol. 546, pp. 1186-1207, 2021.

[4] Z. Ming, G. Sharma, J. K. Allen, and F. Mistree, "Template-based configuration and execution of decision workflows in design of complex engineered systems," Advanced Engineering Informatics, vol. 42, p. 100985, 2019/10/01/, 2019.

[5] Z. Ming, G. Sharma, J. K. Allen, and F. Mistree, "An Ontology for Representing Knowledge of Decision Interactions in Decision-Based Design," Computers in Industry, vol. 114, p. 103145, 2020/01/01/, 2020.

[6] Z. Ming, C. Zeng, G. Wang, J. Hao, and Y. Yan, "Ontology-based module selection in the design of reconfigurable machine tools," Journal of Intelligent Manufacturing, journal article pp. 1-17. DOI: 10.1007/s10845-018-1446-3, October 01 2018.

[7] Z. Ming et al., "PDSIDES—A Knowledge-Based Platform for Decision Support in the Design of Engineering Systems," ASME Journal of Computing and Information Science in Engineering, vol. 18, no. 4, pp. 041001-041001-14, 2018.

[8] Z. Ming, G. Wang, Y. Yan, J. Dal Santo, J. K. Allen, and F. Mistree, "An Ontology for Reusable and Executable Decision Templates," ASME Journal of Computing and Information Science in Engineering, vol. 17, no. 3, pp. 031008-031008-13, 2017.

[9] Z. Ming et al., "Ontology-Based Representation of Design Decision Hierarchies," ASME Journal of Computing and Information Science in Engineering, vol. 18, no. 1, pp. 011001-011001-12, 2017.

[10] Z. Ming et al., "Ontology-based executable design decision template representation and reuse," AI EDAM - Artificial Intelligence for Engineering Design Analysis and Manufacturing, vol. 30, no. 4, pp. 390-405, 2016.

[11] Y. Bao, Z. Ming*, J. H. Panchal, G. Wang, and Y. Yan, "A Reusable and Executable Information Model of Experiments on Human Decision Making in Systems Engineering and Design," IEEE Access, vol. 8, pp. 27597-27617, 2020.

代表性研究项目:

[1] 决策驱动的群智设计集智机理与过程优化研究, 国家自然科学基金项目

[2] 基于人与智能代理共识形成的综合态势评估方法研究,国家部委项目

[3] 持复杂产品跨地域多学科协同设计的知识管理与服务技术研究,国家部委项目

[4] 不确定情况下增量信息对设计决策的影响机理研究,中国博士后科学基金项目

成果及荣誉

北京理工大学第十二届青年教师教学基本功比赛全英文(双语)授课校级三等奖

社会职务

国家自然科学基金委函评专家,美国机械工程师学会会员,《ASME Journal of Mechanical Design》、《ASME Journal of Computing and Information Science in Engineering》等期刊审稿人

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