3D printing in materials manufacturing industry: A realm of Industry 4.0
文献类型：期刊论文
| 作者 | Tamir, Tariku Sinshaw1,2,3; Xiong, Gang2,4 ; Shen, Zhen2,5; Leng, Jiewu1; Fang, Qihang2; Yang, Yong6; Jiang, Jingchao7; Lodhi, Ehtisham2; Wang, Fei-Yue2,4
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| 刊名 | HELIYON
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| 出版日期 | 2023-09-01 |
| 卷号 | 9期号:9页码:20 |
| 关键词 | 3D printing Additive manufacturing Closed-loop control Machine learning Industry 4.0 |
| DOI | 10.1016/j.heliyon.2023.e19689 |
| 通讯作者 | Leng, Jiewu(jwleng@gdut.edu.cn) |
| 英文摘要 | 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. |
| WOS关键词 | OF-THE-ART ; DIGITAL TWIN ; FEEDBACK-CONTROL ; QUALITY-CONTROL ; PATH GENERATION ; LASER ; DEPOSITION ; PREDICTION ; FUTURE ; OPTIMIZATION |
| 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] |
| WOS研究方向 | Science & Technology - Other Topics |
| 语种 | 英语 |
| 出版者 | CELL PRESS |
| WOS记录号 | WOS:001140617300001 |
| 资助机构 | 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) |
| 源URL | [http://ir.ia.ac.cn/handle/173211/54847]  |
| 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 |
| 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. |
入库方式： OAI收割
来源：自动化研究所
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