Role of Artificial Intelligence in Circular Manufacturing: A Systematic Literature Review

被引:11
|
作者
Acerbi, Federica [1 ]
Forterre, Dai Andrew [1 ]
Taisch, Marco [1 ]
机构
[1] Politecn Milan, Dept Management Econ & Ind Engn, Piazza Leonardo da Vinci 32, I-20133 Milan, Italy
来源
IFAC PAPERSONLINE | 2021年 / 54卷 / 01期
关键词
Circular Economy; Circular Manufacturing; Artificial Intelligence; Manufacturing; Sustainability; Literature Review; ECONOMY;
D O I
10.1016/j.ifacol.2021.08.040
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Circular Economy (CE) empowers firms (micro -level), network of firms (meso-level), cities, regions and nations (macro -level) sustainability. CE potentialities in making regenerate resources are even greater if supported by technologies, and Artificial Intelligence (AI) is gaining momentum in this regard. The extant literature presents a limited investigation of the exploitable synergies among CE and AI at the different scales of CE adoption in manufacturing, also named Circular Manufacturing (CM). Indeed, this paper entails a systematic literature review to investigate the state-of-the-art in this domain proposing future research opportunities. Among the findings, AI exploitation is advanced at micro -level, whilst the meso-level, macro -level, and the synergies among the three levels require further exploration. Copyright (C) 2021 The Authors.
引用
收藏
页码:367 / 372
页数:6
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