Cloud Manufacturing: An Automated Literature Review

作     者：Carsten Ellwein Sascha Neff Alexander Verl 

作者机构：Institute for Control Engineering of Machine Tools and Manufacturing Units University of Stuttgart Seidenstr. 36 D-70174 Stuttgart Germany University of Stuttgart Kepplerstr.7 D-70174 Stuttgart Germany 

出 版 物：《Procedia CIRP》 (CIRP会议集)

年 卷 期：2019年第86卷

页      面：251-256页

学科分类：12[管理学] 1201[管理学-管理科学与工程(可授管理学、工学学位)] 08[工学] 

主　　题：Automated literature review cloud manufacturing 

摘      要：Due to digitalization, virtualization and Industry 4.0, the structure of the manufacturing industry is changing. One result of this development is cloud manufacturing, a new manufacturing paradigm. The number of new literatures related to this topic is increasing tremendously. Therefore, cloud manufacturing degenerates into a collective term, with a wide variety of definitions and research areas emerging. On the one hand, this paper deals with an automated statistical evaluation of the literature on cloud manufacturing. On the other hand, the main research areas of cloud manufacturing are identified by a statistical evaluation of the literature keywords from three selected databases. By means of natural language processing and machine learning methods, the keywords are automatically evaluated and grouped into clusters to obtain the main research areas.