姓名:李心雨

个人信息:

李心雨,男,博士,中共党员,19917月出生于湖北武汉。

EmailLixinyu@dhu.edu.cn ORCIDhttps://orcid.org/0000-0002-4117-9698

ResearchGatehttps://www.researchgate.net/profile/Xinyu-Li-29

Google学术:https://scholar.google.com/citations?user=01gHJ2YAAAAJ

工作经历:

2021.11 - 至今 金沙集团软件 金沙集团软件 特聘研究员,博士生导师

2019.05 - 2021.06 新加坡南洋理工大学 Delta-NTU网络物理系统联合实验室 博士后研究员(Research Fellow) PI: Prof. Chen Chun-Hsien

教育背景:

2013.09 - 2018.12 上海交通大学 机械工程(工业工程) 博士 导师:蒋祖华教授

2009.09 - 2013.06 华中科技大学 机械设计制造及其自动化 学士

研究方向:

  1. 工业知识图谱及大语言模型

  2. 智能产品服务系统

  3. 认知智能制造

学术兼职:

  1. 中国机械工程学会高级会员、美国机械工程师学会(ASME)会员

  2. 上海市图学学会工业软件专委会副主任委员

  3. SCI检索期刊Journal of Engineering Design特刊Advances in Knowledge Graph for Engineering Design,客座编辑

  4. SCI检索期刊Advanced Engineering Informatics特刊Industrial Knowledge Graph-enabled Cognitive Intelligence-Driven Mass Personalization,执行客座编辑(Managing Guest Editor

  5. SCI检索期刊Sustainability特刊Data-Driven Development for Sustainable Smart Product-Service Systems,执行客座编辑(Managing Guest Editor

  6. SCI检索期刊Applied Sciences特刊Recent Advances in Smart Design and Manufacturing,客座编辑(Guest Editor

  7. 国际期刊Frontiers in Manufacturing Technology评审编辑(Review Editor

  8. 国际会议ASME IDETC-CIE 2021IEEE CASE 2021/2022NSFC-RGC 2023分会场主席

  9. JMS, RCIM, AEI, JCLP, IJPR,《计算机集成制造系统》等多本智能制造和工业工程领域知名刊物评审专家

主讲课程:

《人工智能导论》,智能制造工程专业,大二下学期,专业基础课,32学时

《工业人工智能技术》,智能制造工程专业,大三上学期,专业基础课,48学时

《工业人工智能技术实践》,智能制造工程专业,大三上学期,实践课程,1

科研项目:

  1. 2022.04 - 2025.03,面向智能产品服务系统的知识图谱平台构建及应用上海市“科技创新行动计划”启明星项目(扬帆专项),22YF1400200,主持,项目经费20万元

  2. 2022.09 - 2023.09,基于工业物联网平台的装备智能运维技术创新创业能力培养,教育部产学合作协同育人项目,220900895191746,主持,项目经费5万元

  3. 2019.05 - 2021.06Stakeholder-Oriented Innovative User-Centric Design and Solution Generation 新加坡国家研究基金项目(RCA-16/434; SCO-RP1),作为项目骨干参与,项目经费折合人民币400万元。

  4. 2017.01 - 2019.03,大规模协同环境下工程经验知识演化机制和知识积累方法,国家自然科学基金面上项目(71671113),作为项目骨干参与,项目经费49.3万元。

  5. 2013.09 - 2016.12,基于工程语义的经验类隐性知识演化机制和重用方法,国家自然科学基金面上项目(71271133),作为项目骨干参与,项目经费54万元。

  6. 2015.06 - 2016.12,基于视频监控和大数据分析的城市级隐性知识管理,上海市经信委产学研合作项目(CXY-2015-006),作为项目骨干参与,项目经费30万元。

  7. 2015.07 - 2017.06,甲板区域部套件冲击试验台,中船重工第704研究所委托项目,作为项目骨干参与,项目经费350万元。

  8. 2014.11 - 2015.01,基于模型库和知识库的大型极地船舶舾装智能化设计与应用 基于有限元分析的舾装热变形分析子课题,上海市科委科技创新行动计划项目,作为项目骨干参与 ,子项经费25万元。

学术论文(仅列出一作/通讯作者发表期刊论文,*表示通讯作者):

  1. Li, X., Zheng, P.*, Bao, J., Gao, L., & Xu, X. (2023). Achieving cognitive mass personalization via the self-X cognitive manufacturing network: An industrial-knowledge-graph and graph-embedding- enabled pathway. Engineering. 22, 14-19

  2. Li, X.*, Zhang, F., Li Q., Zhou, B., & Bao, J. (2023). Exploiting a knowledge hypergraph for modeling multi-nary relations in fault diagnosis reports. Advanced Engineering Informatics

  3. Li, X.*, Lyu, M., Wang, Z., Chen, C.-H., & Zheng, P. (2021). Exploiting knowledge graphs in industrial products and services: A survey of key aspects, challenges, and future perspectives. Computers in Industry, 129, 103449.

  4. Li, X.*, Chen, C.-H., Zheng, P., Jiang, Z., & Wang, L. (2021). A context-aware diversity-oriented knowledge recommendation approach for smart engineering solution design. Knowledge-Based Systems, 215, 106739.

  5. Li, X.*, Wang, Z., Chen, C.-H., & Zheng, P.* (2021). A data-driven reversible framework for achieving Sustainable Smart product-service systems. Journal of Cleaner Production, 279, 123618.

  6. Li, X.*, Chen, C.-H., Zheng, P., Wang, Z., Jiang, Z., & Jiang, Z. (2020). A knowledge graph-aided concept–knowledge approach for evolutionary smart product–service system development. Journal of Mechanical Design, 142(10), 101403.

  7. Li, X., Jiang, Z.*, Guan, Y., Li, G., & Wang, F. (2019). Fostering the transfer of empirical engineering knowledge under technological paradigm shift: An experimental study in conceptual design. Advanced Engineering Informatics, 41, 100927.

  8. Li, X., Jiang, Z.*, Liu, L., & Song, B. (2018). A novel approach for analysing evolutional motivation of empirical engineering knowledge. International Journal of Production Research, 56(8), 2897-2923.

  9. Li, X., Jiang, Z.*, Song, B., & Liu, L. (2017). Long-term knowledge evolution modeling for empirical engineering knowledge. Advanced Engineering Informatics, 34, 17-35.

  10. Lv, J., Li, X.*, Sun, Y., Zheng, Y., & Bao, J.* (2023). A bio-inspired LIDA cognitive-based Digital Twin architecture for unmanned maintenance of machine tools. Robotics and Computer-Integrated Manufacturing, 80, 102489.

  11. Shen, X., Li, X.*, Zhou, B., Jiang, Y., & Bao, J.* (2023). Dynamic knowledge modeling and fusion method for custom apparel production process based on knowledge graph. Advanced Engineering Informatics, 55, 101880.

  12. Zhou, B., Li, J., Li, X.*, Hua, B., & Bao, J.* (2022). Leveraging on causal knowledge for enhancing the root cause analysis of equipment spot inspection failures. Advanced Engineering Informatics, 54, 101799.

  13. Yiu, C. Y., Ng, K. K.*, Li, X.*, Zhang, X., Li, Q., Lam, H. S., & Chong, M. H. (2022). Towards safe and collaborative aerodrome operations: Assessing shared situational awareness for adverse weather detection with EEG-enabled Bayesian neural networks. Advanced Engineering Informatics, 53, 101698.

  14. Liu, M., Li, X.*, Li, J., Liu, Y., Zhou, B., & Bao, J.* (2022). A knowledge graph-based data representation approach for IIoT-enabled cognitive manufacturing. Advanced Engineering Informatics, 51, 101515.

  15. Lyu, M., Li, X.*, & Chen, C.-H. (2022). Achieving Knowledge-as-a-Service in IIoT-driven smart manufacturing: A crowdsourcing-based continuous enrichment method for Industrial Knowledge Graph. Advanced Engineering Informatics, 51, 101494.

  16. Wang, Z., Chen, C. H., Zheng, P.*, Li, X.*, & Song, W. (2022). A hypergraph-based approach for context-aware smart product-service system configuration. Computers & Industrial Engineering, 163, 107816.

  17. Wang, Z., Chen, C.-H., Li, X.*, Zheng, P., & Khoo, L. P. (2021). A context-aware concept evaluation approach based on user experiences for smart product-service systems design iteration. Advanced Engineering Informatics, 50, 101394.

  18. Jiang, Z., Chen, Y.*, Li, X.*, & Li, B. (2021). A heuristic optimization approach for multi-vehicle and one-cargo green transportation scheduling in shipbuilding. Advanced Engineering Informatics, 49, 101306.

  19. Wang, F., Jiang, Z.*, Li, X.*, & Li, G. (2021). Cognitive factors of the transfer of empirical engineering knowledge: A behavioral and fNIRS study. Advanced Engineering Informatics, 47, 101207.

  20. Zheng, P.*, Xia, L., Li, C., Li, X.*, & Liu, B. (2021). Towards Self-X cognitive manufacturing network: An industrial knowledge graph-based multi-agent reinforcement learning approach. Journal of Manufacturing Systems, 61, 16-26.

  21. Zheng, P., Li, X.*, Peng, T., Wang, Y., & Zhang, G. (2020). Industrial smart product-service system development for lifecycle sustainability concerns. IET Collaborative Intelligent Manufacturing, 2(4), 197-201.

  22. 李心雨蒋祖华*, 管业勤李赓. (2020). 技术范式转换下工程经验知识迁移的眼动追踪实验研究管理工程学报, 34(1), 34-45.

  23. 李心雨蒋祖华*, 单春艳刘超何楚楚. (2017). 面向城市应急事件管理的监控视频智能解析计算机工程与应用, 53(24), 154-160.

  24. 李心雨蒋祖华*, 宋博王海丽孙小明. (2016). 面向中文工程论坛问答的知识应用情境获取及应用计算机集成制造系统, 22(5), 1187-1196.

  25. 胡志强刘鸣飞李琦李心雨*鲍劲松. (2023). 基于多源异构数据的风机多模态装配工艺知识图谱建模上海交通大学学报.

  26. 张飞周彬鲍劲松李心雨*. (2023). 基于超图嵌入的行车故障多元关系知识表示方法计算机集成制造系统.

专利及软著:

  1. 软件著作权联影医疗基于Neo4j的设备故障运维知识图谱平台登记号: 2022SR1533366. 授权日期: 2022.11.17

  2. 软件著作权联影医疗设备数字孪生监控系统登记号: 2022SR1531442. 授权日期: 2022.11.17

  3. 软件著作权联影医疗设备制造日志流程挖掘软件登记号: 2022SR1531394. 授权日期: 2022.11.17

  4. 软件著作权 城市视频监控语义解析和建模系统登记号2017SR006865,授权日期2017.01.09

  5. 软件著作权 城市舆情热点事件发现和预警系统登记号2017SR006781,授权日期2017.01.09

  6. 实用新型专利 料场膜封闭综合防尘系统专利号CN205000686U,公告日2016.01.27

获奖情况:

  1. 2022.12 入选上海市领军人才(海外)计划

  2. 2022.04 入选上海市2022年度“科技创新行动计划”启明星项目(扬帆专项)

  3. 2021年度,Advanced Engineering Informatics优秀审稿人

  4. 2019.08中国人类工效学学会 2014-2019优秀科研论文 (排名第一,全国共18篇)

  5. 2017.12上海交通大学 赵朱木兰博士生奖学金

  6. 2013.12 湖北省优秀学士学位论文(指导教师:丁汉院士)

毕业研究生:

2023届:张飞(专硕)、李琦(专硕)、陈涛(专硕)

教师寄语:

苟利国家生死以,岂因祸福避趋之!历史的行程定当不负自我的奋斗!

欢迎机械工程、工业工程、计算机科学等相关专业同学报考博士和硕士研究生!

欢迎工业知识图谱、智能制造系统、产品服务系统等相关领域青年学者加盟!