姓名:李心雨
个人信息:
李心雨,男,博士,中共党员,湖北武汉人。
Email:Lixinyu@dhu.edu.cn ORCID:https://orcid.org/0000-0002-4117-9698
ResearchGate:https://www.researchgate.net/profile/Xinyu-Li-29
工作经历:
2021.11 - 至今 bat365官网登录 bat365中文官方网站 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 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
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
2.美国机械工程师学会(ASME)会员
3.SCI检索期刊Advanced Engineering Informatics(JCR Q1, 影响因子5.603)特刊Industrial Knowledge Graph-enabled Cognitive Intelligence-Driven Mass Personalization,执行客座编辑(Managing Guest Editor)
4.SCI检索期刊Sustainability(JCR Q2, 影响因子3.251)特刊Data-Driven Development for Sustainable Smart Product-Service Systems,执行客座编辑(Managing Guest Editor)
5.SCI检索期刊Applied Sciences(JCR Q2, 影响因子2.679)特刊Recent Advances in Smart Design and Manufacturing,客座编辑(Guest Editor)
6.国际期刊Frontiers in Manufacturing Technology评审编辑(Review Editor)
7.国际会议ASME Computers and Information Engineering Conference(ASME IDETC-CIE 2021)分会场联席主席
8.Journal of Manufacturing Systems, Robotics and Computer-Integrated Manufacturing, Advanced Engineering Informatics, Journal of Cleaner Production, International Journal of Production Research, Production Planning & Control,《计算机集成制造系统》等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》,本科生专业基础课,32学时
获奖情况:
1.2019.08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)
2.2017.12上海交通大学 赵朱木兰博士生奖学金
3.2013.12 湖北省优秀学士学位论文(指导教师:丁汉院士)
科研项目:
1.2019.05 - 2021.06,Stakeholder-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。
2.2017.01 - 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。
3.2013.09 - 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。
4.2015.06 - 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。
5.2015.07 - 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。
6.2014.11 - 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:
1.Li, X., Zheng, P.*, Bao, J., Gao, L., & Xu, X. (2021). Achieving cognitive mass personalization via the self-X cognitive manufacturing network: An industrial-knowledge-graph-and graph-embedding-enabled pathway. Engineering. (SCI,JCR Q1,影响因子7.553,中国工程院院刊)
2.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.(SCI,JCR Q1, 影响因子7.635)
3.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. (SCI,JCR Q1, 影响因子8.038)
4.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. (SCI,JCR Q1, 影响因子9.297)
5.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. (SCI,JCR Q2, 影响因子3.251)
6.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. (SCI,JCR Q1, 影响因子5.603)
7.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. (SCI,JCR Q1, 影响因子8.568)
8.Li, X., Jiang, Z.*, Song, B., & Liu, L. (2017). Long-term knowledge evolution modeling for empirical engineering knowledge. Advanced Engineering Informatics, 34, 17-35. (SCI,JCR Q1, 影响因子5.603)
9.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. (SCI,JCR Q1, 影响因子5.603)
10.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. (SCI,JCR Q1, 影响因子5.603)
11.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. (SCI,JCR Q1, 影响因子5.603)
12.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. (SCI,JCR Q1, 影响因子8.633)
13.Wang, Z., Chen, C.-H., Zheng, P.*, Li, X.*, & Song, W. (2021). A hypergraph-based approach for context-aware smart product-service system configuration. Computers & Industrial Engineering. (SCI,JCR Q1, 影响因子5.431)
14.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.(EI)
15.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.(CSSCI)
16.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.(核心期刊)
17.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.(EI)
专利及软著:
1.软件著作权 城市视频监控语义解析和建模系统. 登记号2017SR006865,公告日2017.01.09
2.软件著作权 城市舆情热点事件发现和预警系统. 登记号2017SR006781,公告日2017.01.09
3.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
教师寄语:
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