3D printing in materials manufacturing industry: A realm of Industry 4.0

doi:10.1016/j.heliyon.2023.e19689

	3D printing in materials manufacturing industry: A realm of Industry 4.0
	Tamir, Tariku Sinshaw 1,2,3; Xiong, Gang2,4 ; Shen, Zhen2,5 ; Leng, Jiewu 1; Fang, Qihang 2; Yang, Yong6 ; Jiang, Jingchao 7; Lodhi, Ehtisham 2; Wang, Fei-Yue2,4
发表期刊	HELIYON
	2023-09-01
卷号	9 期号:9 页码:20
通讯作者	Leng, Jiewu(jwleng@gdut.edu.cn)
摘要	Additive manufacturing (AM), also known as 3D printing, is a new manufacturing trend showing promising progress over time in the era of Industry 4.0. So far, various research has been done for increasing the reliability and productivity of a 3D printing process. In this regard, reviewing the existing concepts and forwarding novel research directions are important. This paper reviews and summarizes the process flow, technologies, configurations, and monitoring of AM. It started with the general AM process flow, followed by the definitions and the working principles of various AM technologies and the possible AM configurations, such as traditional and robot-assisted AM. Then, defect detection, fault diagnosis, and open-loop and closed-loop control systems in AM are discussed. It is noted that introducing robots into the assisting mechanism of AM increases the reliability and productivity of the manufacturing process. Moreover, integrating machine learning and conventional control algorithms ensures a closed-loop control in AM, a promising control strategy. Lastly, the paper addresses the challenges and future trends.
关键词	3D printing Additive manufacturing Closed-loop control Machine learning Industry 4.0
DOI	10.1016/j.heliyon.2023.e19689
关键词[WOS]	OF-THE-ART ; DIGITAL TWIN ; FEEDBACK-CONTROL ; QUALITY-CONTROL ; PATH GENERATION ; LASER ; DEPOSITION ; PREDICTION ; FUTURE ; OPTIMIZATION
收录类别	SCI
语种	英语
资助项目	National Key Research and Development Program of China[2022YFF0606005] ; State Administration of Science, Technology and Industry for National Defense, PRC[JCKY2020209B005] ; National Natural Science Foundation of China[92267103] ; Scientific Instrument Developing Project of the Chinese Academy of Sciences (CAS)[YZQT014]
项目资助者	National Key Research and Development Program of China ; State Administration of Science, Technology and Industry for National Defense, PRC ; National Natural Science Foundation of China ; Scientific Instrument Developing Project of the Chinese Academy of Sciences (CAS)
WOS研究方向	Science & Technology - Other Topics
WOS类目	Multidisciplinary Sciences
WOS记录号	WOS:001140617300001
出版者	CELL PRESS
引用统计	被引频次：1[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/54848
专题	多模态人工智能系统全国重点实验室
通讯作者	Leng, Jiewu
作者单位	1.Guangdong Univ Technol, State Key Lab Precis Elect Mfg Technol & Equipment, Guangzhou 510006, Peoples R China 2.Chinese Acad Sci, Inst Automat, Beijing Engn Res Ctr Intelligent Syst & Technol, Beijing 100190, Peoples R China 3.Debremarkos Univ, Inst Technol, Debremarkos 269, Ethiopia 4.Chinese Acad Sci, Guangdong Engn Res Ctr Printing & Intelligent Mfg, Cloud Comp Ctr, Dongguan 523808, Peoples R China 5.Qingdao Acad Intelligent Ind, Intelligent Mfg Ctr, Qingdao 266109, Peoples R China 6.Chinese Acad Sci, Shanghai Inst Ceram, State Key Lab High Performance Ceram & Superfine M, Shanghai 201899, Peoples R China 7.Chinese Univ Hong Kong, Dept Mech & Automat Engn, Shatin, Hong Kong, Peoples R China
第一作者单位	中国科学院自动化研究所
推荐引用方式 GB/T 7714	Tamir, Tariku Sinshaw,Xiong, Gang,Shen, Zhen,et al. 3D printing in materials manufacturing industry: A realm of Industry 4.0[J]. HELIYON,2023,9(9):20.
APA	Tamir, Tariku Sinshaw.,Xiong, Gang.,Shen, Zhen.,Leng, Jiewu.,Fang, Qihang.,...&Wang, Fei-Yue.(2023).3D printing in materials manufacturing industry: A realm of Industry 4.0.HELIYON,9(9),20.
MLA	Tamir, Tariku Sinshaw,et al."3D printing in materials manufacturing industry: A realm of Industry 4.0".HELIYON 9.9(2023):20.