基本情况

博士，讲师，毕业于东华大学机械工程学院智能制造研究所。主持中央高校基本科研业务费专项资金资助项目1项，作为技术骨干参与科技部重点研发计划1项、国家自然科学基金1项、工信部智能制造专项2项、上海市自然科学基金面上1项、上海市经信委工业互联网专项2项、企业横向攻关项目3项；目前在个人研究方向已发表SCI/EI期刊论文20余篇，以第一作者身份在IJPR、RCIM、ADVEI、IJCIM、计算机集成制造系统（中文EI）等国内外知名学术期刊上发表科研论文近10篇，授权发明专利2项，实用新型专利3项。

主讲课程

《数字孪生技术》、《工业物联网技术及应用》等

研究方向

智能制造、工业知识图谱及大语言模型、工业数据挖掘与知识推理、知识驱动制造/运维过程质量因果分析、机器视觉检测、数字孪生装配

学术兼职

中国机械工程学会会员，上海市图学学会会员，安徽省人工智能学会会员。

SCI检索期刊Machines特刊Smart Processes for Machines, Maintenance and Manufacturing Processes，客座编辑（Guest Editor）

KBS，RCIM，ADVEI，JMS，TMECH，IJCIM，SR等多本智能制造工程技术与计算机科学技术领域国际知名刊物评审人

近年代表性著作(仅列举5项)

[1]Zhou, B., Li, X., Liu, T., Xu, K., Liu, W., Bao, J.. CausalKGPT: Industrial structure causal knowledge-enhanced large language model for cause analysis of quality problems in aerospace product manufacturing. Advanced Engineering Informatics, 2024, 59, 102333.

[2] Zhou, B., Shen, X., Lu, Y., Li, X., Hua, B., Liu, T., Bao, J.. Semantic-aware event link reasoning over industrial knowledge graph embedding time series data. International Journal of Production Research, 2023, 61(12), 4117-4134. (IJPR Top Trending Article 2023)

[3]Zhou, B., Bao, J., Chen, Z., Liu, Y.. KGAssembly: Knowledge graph-driven assembly process generation and evaluation for complex components. International Journal of Computer Integrated Manufacturing, 2022, 35(10-11), 1151-1171.

[4]Zhou, B., Hua, B., Gu, X., Lu, Y., Peng, T., Zheng, Y., Shen, X., Bao, J.. An end-to-end tabular information-oriented causality event evolutionary knowledge graph for manufacturing documents. Advanced Engineering Informatics, 2021, 50, 101441.

[5] Zhou, B., Bao, J., Li, J., Lu, Y., Liu, T., Zhang, Q.. A novel knowledge graph-based optimization approach for resource allocation in discrete manufacturing workshops. Robotics and Computer-Integrated Manufacturing, 2021, 71, 102160.

联系方式

邮箱：bin@ahpu.edu.cn