{"title":"Bibliometric-based visual knowledge graph analysis of facility layout problems","authors":"Chuanmin Wang, Zhenlin Lu","doi":"10.1117/12.2640452","DOIUrl":null,"url":null,"abstract":"The quality of facility layout is related to the operational efficiency of the entire system. Based on bibliometric methods, 859 related papers on the theme of facility layout included in the Web of Science core dataset from 2002 to 2021 were analyzed. First, through the visualization tools of Web of Science, the issue of facility layout is analyzed from the annual publication volume, journals and research directions. Next, based on the Citespace software, the cooperation and citation relationships among countries, institutions, and authors are analyzed from the macro, meso, and micro levels, and the cooccurrence analysis of keywords and nominal terms is carried out to generate a visual knowledge map, and to solve the problem of facility layout. The research status, hotspots and trends are reviewed. The results show that the problem of facility layout has been a hot research area. However, there are many and scattered situations in China's facility layout research, and it is necessary to strengthen cooperation. In addition, there are few studies in the fields of digital facility layout, smart factory, and digital twin, which need to be focused on.","PeriodicalId":336892,"journal":{"name":"Neural Networks, Information and Communication Engineering","volume":"87 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Neural Networks, Information and Communication Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1117/12.2640452","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The quality of facility layout is related to the operational efficiency of the entire system. Based on bibliometric methods, 859 related papers on the theme of facility layout included in the Web of Science core dataset from 2002 to 2021 were analyzed. First, through the visualization tools of Web of Science, the issue of facility layout is analyzed from the annual publication volume, journals and research directions. Next, based on the Citespace software, the cooperation and citation relationships among countries, institutions, and authors are analyzed from the macro, meso, and micro levels, and the cooccurrence analysis of keywords and nominal terms is carried out to generate a visual knowledge map, and to solve the problem of facility layout. The research status, hotspots and trends are reviewed. The results show that the problem of facility layout has been a hot research area. However, there are many and scattered situations in China's facility layout research, and it is necessary to strengthen cooperation. In addition, there are few studies in the fields of digital facility layout, smart factory, and digital twin, which need to be focused on.
设施布局的好坏关系到整个系统的运行效率。基于文献计量学方法,对2002 ~ 2021年Web of Science核心数据集收录的859篇以设施布局为主题的相关论文进行分析。首先,通过Web of Science的可视化工具,从年度出版数量、期刊和研究方向三个方面分析了设施布局问题。其次,基于Citespace软件,从宏观、中观和微观三个层面分析国家、机构和作者之间的合作和引文关系,并对关键词和标称术语进行协同分析,生成可视化的知识地图,解决设施布局问题。综述了该领域的研究现状、热点和发展趋势。研究结果表明,设施布局问题一直是研究的热点。然而,中国的设施布局研究还存在许多分散的情况,需要加强合作。此外,在数字化设施布局、智能工厂、数字孪生等领域的研究较少,需要重点关注。