计算机集成制造系统 ›› 2024, Vol. 30 ›› Issue (3): 765-773.DOI: 10.13196/j.cims.2023.0I07

• •    下一篇

基于文献计量的数字工程研究进展与趋势分析

袁刚,刘晓军+   

  1. 东南大学机械工程学院
  • 出版日期:2024-03-31 发布日期:2024-04-02
  • 基金资助:
    江苏省自然科学基金面上项目(BK20202007);江苏省卓越博士后项目(2023ZB634)。

Research progress and trend analysis of digital engineering based on bibliometrics

YUAN Gang,LIU Xiaojun+   

  1. School of Mechanical Engineering,Southeast University
  • Online:2024-03-31 Published:2024-04-02
  • Supported by:
    Project supported by the Jiangsu Provincial Natural Science Foundation,China (No.BK20202007),and the Jiangsu Provincial Outstanding Postdoctoral Program,China(No.2023ZB634).

摘要: 数字工程被认为是系统工程在数字化时代的延伸,具有能有效缩短装备研制周期、提升产品质量、优化工程体系等优点,实现装备采办过程由“以文本为中心”向“以数据为中心”的范式转变。为全面系统地分析数字工程的发展概况和研究动态,通过对Web of Science数据库中“Digital Engineering”相关文献进行CiteSpace计量分析,分别从发文量、研究领域与文献分布、所属国家与机构分布、作者与机构合作知识图谱、共被引知识图谱、关键词共现等不同角度审视研究主题结构,结合可视化知识图谱对数字工程研究的现状、趋势和热点进行了分析。分析结果表明,数字工程研究具有多学科、跨领域的交叉特性,已跨入快速上升期;已初步形成多个数字工程研究团队,但核心作者较分散;美国、英国、德国等发达国家投入数字工程研究力度大且取得成果丰硕,而我国在数字工程研究的资助和战略部署方面亟待加强。此外,从研究趋势的演进来看,未来数字工程研究的重点将聚焦于基于模型的系统工程、Digital Twin等技术体系。最后,进行全文结论性总结,指出数字工程面临的挑战以及未来重点发展方向。

关键词: 数字工程, 基于模型的系统工程, 数字孪生, 体系工程, 知识图谱

Abstract: Digital engineering is considered as the extension of systems engineering in the digital age,which can effectively shorten the equipment development cycle,improve product quality,optimize engineering system and other advantages,and realize the paradigm change of equipment acquisition process from "text-centered" to "data-centered".To comprehensively and systematically analyze the development and research trends of digital engineering,CiteSpace econometric analysis was carried out on the literature related to "digital engineering" in the Web of Science database.The structure of research topics was examined from different perspectives,such as the number of published papers,the distribution of research areas and literature,the distribution of countries and institutions,the knowledge graph of author-institution collaboration,the knowledge graph of literature co-citation and the co-occurrence of keywords.The current situation,trends and hot spots in digital engineering research were analyzed using visual knowledge graphs.The analysis results indicated that digital engineering was multi-discipline and cross-field in character and its research as a whole was entering a period of rapid growth.The core authors were relatively scattered,and a number of digital engineering research groups were initially formed.The United States,the United Kingdom,Germany and other developed countries had invested heavily in research and achieved fruitful results,while China needed to strengthen the funding and strategic deployment of digital engineering research.From the perspective of evolving research trends,the focus of the digital engineering research would be on Model-Based Systems Engineering (MBSE),digital twin and other technical systems.Finally,a concluding summary pointing out the challenges faced by digital engineering and key directions for future development were conducted.

Key words: digital engineering, model-based systems engineering, digital twin, system engineering, knowledge graph

中图分类号: