新世纪以来人工智能赋能制造系统发展的研究热点和演化路径

Research Hotspots and Evolutionary Paths for Development of AI Empowering Manufacturing Systems Since New Century

随着我国经济转向高质量发展,优化经济结构、转换增长动力正面临攻关期。人工智能赋能制造系统的不同阶段、层级,在促进制造系统智能化转型升级、实现“双碳”目标方面发挥着关键性作用,受到学者们的广泛关注。文章运用CiteSpace软件对新世纪以来CNKI中文文献和WoS外文文献开展系统性统计、分析和可视化文献对比研究,用研究总体趋势、核心作者与机构合作、关键词聚类和共现等可视化方式呈现研究热点和演化路径,为找寻今后研究主题和前沿发展方向提供参考。

As economy in China shifts towards high-quality development,optimizing economic structure and transforming growth drivers are facing a critical period of research.Artificial intelligence empowers the different stages and levels of manufacturing systems,playing a crucial role in the intelligent transformation and upgrading of manufacturing systems,and the achievement of the dual carbon goal,which has attracted widespread attention from scholars.The paper uses CiteSpace software to conduct systematic statistics,analysis,and visual literature comparison research on CNKI Chinese literature and WoS foreign literature since the new century,visualizes research hotspots and evolutionary paths from the perspectives of overall research trends,collaboration between core authors and institutions,keyword clustering,and co-occurrence,providing reference for finding future research topics and frontier development directions.