A Primer on the Factories of the Future

被引:13
|
作者
Anumbe, Noble [1 ,2 ]
Saidy, Clint [1 ,2 ]
Harik, Ramy [1 ,2 ]
机构
[1] Univ South Carolina, Dept Mech Engn, Columbia, SC 29201 USA
[2] Univ South Carolina, McNair Aerosp Ctr, Columbia, SC 29201 USA
关键词
smart factory; advanced manufacturing; intelligent manufacturing; cyber manufacturing; cyber physical systems; Internet of Things; Industry; 4.0; artificial intelligence; data driven manufacturing; RECONFIGURABLE MANUFACTURING SYSTEMS; ASSET-ADMINISTRATION-SHELL; CYBER-PHYSICAL SYSTEMS; OF-THE-ART; AUGMENTED REALITY APPLICATIONS; MACHINE LEARNING APPROACH; ARTIFICIAL-INTELLIGENCE; DIGITAL TWIN; INDUSTRY; 4.0; SHOP-FLOOR;
D O I
10.3390/s22155834
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
In a dynamic and rapidly changing world, customers' often conflicting demands have continued to evolve, outstripping the ability of the traditional factory to address modern-day production challenges. To fix these challenges, several manufacturing paradigms have been proposed. Some of these have monikers such as the smart factory, intelligent factory, digital factory, and cloud-based factory. Due to a lack of consensus on general nomenclature, the term Factory of the Future (or Future Factory) has been used in this paper as a collective euphemism for these paradigms. The Factory of the Future constitutes a creative convergence of multiple technologies, techniques, and capabilities that represent a significant change in current production capabilities, models, and practices. Using the semi-narrative research methodology in concert with the snowballing approach, the authors reviewed the open literature to understand the organizing principles behind the most common smart manufacturing paradigms with a view to developing a creative reference that articulates their shared characteristics and features under a collective lingua franca, viz., Factory of the Future. Serving as a review article and a reference monograph, the paper details the meanings, characteristics, technological framework, and applications of the modern factory and its various connotations. Amongst other objectives, it characterizes the next-generation factory and provides an overview of reference architectures/models that guide their structured development and deployment. Three advanced communication technologies capable of advancing the goals of the Factory of the Future and rapidly scaling advancements in the field are discussed. It was established that next-generation factories would be data rich environments. The realization of their ultimate value would depend on the ability of stakeholders to develop the appropriate infrastructure to extract, store, and process data to support decision making and process optimization.
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页数:76
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