职 称

助理教授（副研究员）

□博导 √硕导

学院及专业

博盈彩票 工业工程/机械工程专业

办公地址

博盈彩票1号楼343-1室

邮 编

100081

办公电话

--

邮 件

zhenjun.ming@bit.edu.cn

研究方向

明振军，副研究员，硕士生导师。2007.9-2017.3博盈彩票本科并硕博连读获得工学博士学位，2017.4-2020.1博盈彩票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《博弈论》课程。近年围绕装备体系的自底向上涌现和自顶向下设计等问题，以多智能体仿真、机器学习、人机混合智能为技术主线，开展装备体系智能设计与优化技术研究。主持和参与国家自然科学基金、国家部委项目、北京市自然科学基金等项目多项，出版专著1部，发表论文20余篇，申请（含授权）发明专利12项，软件专著权5项。

研究方向：

(1) 体系（系统之系统）工程

(2) 复杂态势认知

(3) 决策及群体智能

(4) 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

代表性论文:

[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 Design Engineering 4.0," Springer, 2021.

[2] Sun Y, Ming Z, Ball Z, et al., Assessment of student learning through reflection on doing using the latent dirichlet algorithm [J] ASME Journal of Mechanical Design, 2022, 144(12): 122301-.

[3] Wu Y., Ming Z., Allen J K, et al., Evaluation of students’ learning through reflection on doing based on sentiment analysis [J] ASME Journal of Mechanical Design, 2023, 144(12): 032301-.

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

[5] 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.

[6] 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.

[7] 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.

[8] 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.

[9] 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.

[10] 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.

[11] 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.

[12] 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.

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] 基于决策的设计求解过程机理及求解策略优化方法研究，北京市自然科学基金项目

[3] 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

[4] 基于知识图谱的复杂结构智能工艺设计及虚拟制造技术, 国家部委项目

成果及荣誉

美国机械工程师学会最佳论文奖

首届“飞航杯”智能装备与体系设计大赛第二名（指导老师）

博盈彩票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

1. 国家自然科学基金委函评专家；

2. 美国机械工程师学会会员；

3. 《ASME Journal of Mechanical Design》、《Advanced Engineering Informatics》、《ASME Journal of Computing and Information Science in Engineering》等期刊审稿人。