明振军，长聘副教授（特别研究员），博士生导师，“XX工程”项目副总设计师。必赢线路检测3003本科并硕博连读获得工学博士学位，美国俄克拉荷马大学联合培养博士生及博士后。中国图学学会第八届数字孪生专业委员会委员、中国复杂装备MBSE联盟委员。近年来围绕装备体系的自底向上涌现和自顶向下设计等问题，以群体智能、运筹优化、仿真推演为技术主线，开展集群体系的设计和数字化仿真研究。承担陆装某项目、装发预研项目、国防科技创新特区项目、国家自然科学基金面上和青年项目、北京市自然科学基金面上项目等多项，出版专著1部，发表SCI论文20余篇，申请（含授权）发明专利12项，开发了系列化软件平台，获国防科技进步一等奖1项，美国机械工程师学会最佳论文奖1项。

研究方向：

(1) 复杂装备集群（体系）设计与优化

(2) 装备数字化建模与仿真推演

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] Jiang M, Ming Z, Allen J, et al., Design of Self-Organizing Systems using Multi-Agent Reinforcement Learning and the Compromise Decision Support Problem Construct [J], ASME Journal of Mechanical Design, 2024.

[3] Ming Z, Luo Y, Wang G, et al., Designing Self-organizing Systems Using Surrogate Models and the Compromise Decision Support Problem Construct [J], Advanced Engineering Informatics, 2024.

[4] Ding W, Ming Z, Wang G, et al., System-of-systems approach to spatio-temporal crowdsourcing design using improved PPO algorithm based on an invalid action masking [J], Knowledge-Based Systems, 2024.

[5] Chen G, Wang G, Ming Z, et al., Trust-based Adaptive Consensus Formation towards Human-Machine Hybrid Intelligence [J], Applied Soft Computing, 2023. (under review)

[6] 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-.

[7] 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-.

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

[9] 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.

[10] 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.

[11] 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.

[12] 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.

[13] 丁伟,明振军,王国新，阎艳，等. 基于正向解析式和多目标博弈优化算法的复杂装备体系优化设计方法[J/OL].兵工学报:1-17, 2023.

代表性研究项目：

[1] “XX工程”，XX数字环境及数字产品XX，在研

[2] 基于共享心智模型的多智能体集群行为涌现机理与优化设计方法研究, 国家自然科学基金面上项目，在研

[3] 决策驱动的群智设计集智机理与过程优化研究, 国家自然科学基金青年项目，结题

[4] 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，在研

[5] 基于人与智能代理共识形成的XXXX方法研究，国家部委项目，结题

[6] 基于知识图谱的XXXX虚拟制造技术, 国家部委项目，在研

成果及荣誉

国防科技进步一等奖

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）

必赢线路检测3003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]“XX工程”项目副总设计师

[2]国家自然科学基金委函评专家；

[3]中国图学学会第八届数字孪生专业委员会委员；

[4]中国复杂装备MBSE联盟委员；

[5]美国机械工程师学会会员；

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