数字化制造研究所

数字化制造研究所

庄存波

庄存波

长聘副教授

博导 硕导

学院及专业

北京理工大学机械与车辆学院

办公地址

北京理工大学求是楼

100081

办公电话

zhuangdavid@bit.edu.cn

研究方向

研究方向与兴趣:数字孪生车间、生产调度、装配质量预测与控制、智能装配工艺设计、工业智能体等;

欢迎具有智能制造工程、机械工程、工业工程、计算机、人工智能等背景的同学报考研究生;

常年招聘相关领域博士后研究人员(依托团队)。

代表性论文及研究项目

1. 代表性论文(第一/通讯作者,部分):

[1]Yu Ming, Liang Zheng, Jianhua Liu, Cunbo Zhuang*. Integrated process planning and scheduling with reconfigurable manufacturing cells through an improved dueling double deep Q-network algorithm[J]. Engineering Applications of Artificial Intelligence, 2026, 172: 114370.

[2]Liang Zheng, Xiaodi Chen, Jianhua Liu, Cunbo Zhuang*. Real-time dynamic integrated process planning and scheduling with reconfigurable manufacturing cells via multi-agent reinforcement learning[J]. Journal of Manufacturing Systems, 2026, 85: 127-154.

[3]Liang Zheng, Yunchen Cai, Qinglin Gao, Jianhua Liu, Cunbo Zhuang*. Towards greater resilience: A systematic review of dynamic shop floor scheduling in industry 5.0[J]. Advanced Engineering Informatics, 2026, 71: 104241.

[4]Huiting Li, Jiapeng Zhang, Xiaodi Chen, Haoxin Guo, Jianhua Liu, Cunbo Zhuang*. Multi-objective scheduling for complex assembly shops considering multiple human factors[J]. Computers & Industrial Engineering, 2026, 213: 111773.

[5]Yutong Chao, Cunbo Zhuang*, Haoxin Guo, Jianhua Liu. A genetic programming hyper-heuristic with whale optimization algorithm for the dynamic resource-constrained multi-project scheduling problems[J]. Expert Systems With Applications, 2026, 295: 128881.

[6]Cunbo Zhuang, Lei Zhang*, Shimin Liu, Jiewu Leng, Jianhua Liu*, Fengque Pei. Digital twin-based smart shop-floor management and control: A review[J]. Advanced Engineering Informatics, 2025, 65: 103102.

[7]Haoxin Guo, Jianhua Liu, Cunbo Zhuang*, Hongliang Dong, Feng Zhang. A Hyper-Heuristic for Dynamic Integrated Process Planning and Scheduling Problem With Reconfigurable Manufacturing Cells[J]. IEEE Transactions on Systems Man Cybernetics-Systems, 2025, 55(6): 3892-3905.

[8]Qinglin Gao, Jianhua Liu, Huiting Li, Cunbo Zhuang*, Ziwen Liu. Digital twin-driven dynamic scheduling for the assembly workshop of complex products with workers allocation[J]. Robotics and Computer-Integrated Manufacturing, 2024, 89: 102786.

[9]Haoxin Guo, Jianhua Liu, Yue Wang, Cunbo Zhuang*. An improved genetic programming hyper-heuristic for the dynamic flexible job shop scheduling problem with reconfigurable manufacturing cells[J]. Journal of Manufacturing Systems, 2024, 74: 252-263.

[10]Hongyan Ding, Cunbo Zhuang*, Jianhua Liu. Extensions of the resource-constrained project scheduling problem[J]. Automation in Construction, 2023, 153: 104958.

[11]Haoxin Guo, Jianhua Liu, Cunbo Zhuang*. Automatic design for shop scheduling strategies based on hyper-heuristics: A systematic review[J]. Advanced Engineering Informatics, 2022, 54: 101756.

[12]Ziwen Liu, Jianhua Liu, Cunbo Zhuang*, Feng Wan. Multi-objective complex product assembly scheduling problem considering parallel team and worker skills[J]. Journal of Manufacturing Systems, 2022, 63: 454-470.

[13] Cunbo Zhuang, Jingcheng Gong, Jianhua Liu*. Digital twin-based assembly data management and process traceability for complex products[J]. Journal of Manufacturing Systems, 2021, 58: 118-131.

[14] Cunbo Zhuang, Jianhua Liu, Hui Xiong*. Digital twin-based smart production management and control framework for the complex product assembly shop-floor[J]. International Journal of Advanced Manufacturing Technology, 2018, 96: 1149-1163.

[15] 翟思宽, 刘检华, 庄存波*. 基于知识的复杂产品装配工艺快速编制方法[J]. 兵工学报, 2024, 45(4): 1332-1343

[16] 庄存波, 刘检华, 熊辉*, 丁晓宇, 刘少丽, 瓮刚. 产品数字孪生体的内涵, 体系结构及其发展趋势[J]. 计算机集成制造系统, 2017, 23(4): 753-768.

2. 代表性科研项目(主持,部分纵向):

[1] 国家重点研发计划项目课题,2027万,2022-2025,主持。

[2] 国家自然科学基金(面上项目),50万,2024-2027,主持。

[3] 国家自然科学基金(青年项目),24万,2021-2023,主持。

[4] 国防基础科研重大项目分承研,2025-2027360万,主持。

[5] 国防基础科研重大项目分承研,2024-2026150万,主持。

[6] 国防基础科研重点项目分承研,2023-2025200万,主持。

[7] 基础加强重点项目子课题,2021-202350万,主持。

[8] 装发预研分承研,2021-202337.5万,主持。

成果及荣誉

第九届中国科协青年人才托举工程,小米青年学者

国防科技进步一等奖1项,中国机械制造工艺协会科学技术特等奖,河南省技术发明二等奖等

社会职务

担任中国图学学会第八届数字孪生专委会秘书长,中国图学学会第八届青年工作委员会副主任委员,中国图学学会智能工厂专委会委员,中国机械工程学会工业大数据与智能系统分会委员,数字孪生青年学者委员会(中国)第一届委员会副主任委员

《复杂系统建模与仿真(英文)》(Complex System Modeling and Simulation)青年副主编,《图学学报》编委

Robotics and Computer-Integrated ManufacturingJournal of Manufacturing SystemsAdvanced Engineering InformaticsAutomation in Construction等国际学术顶级期刊以及机械工程学报、计算机集成制造系统等国内学术期刊的审稿人