TY - JOUR
T1 - Intelligent additive manufacturing and design state of the art and future perspectives
AU - Xiong, Yi
AU - Tang, Yunlong
AU - Zhou, Qi
AU - Ma, Yongsheng
AU - Rosen, David W.
N1 - Funding Information:
X.Y. acknowledges the National Key Research and Development Program of China [Grant No. 2021YFB1715400 ] and National Natural Science Foundation of China [Grant No. 52105261 ]. D.R. acknowledges the Singapore National Research Foundation [Grant No. A19E10097 ].
Funding Information:
The authors declare the following financial interests/personal relationships which may be considered as potential competing interests:Yi Xiong reports financial support was provided by the National Key Research and Development Program of China. Yi Xiong reports financial support was provided by the National Natural Science Foundation of China. David Rosen reports financial support was provided by the Singapore National Research Foundation.
Publisher Copyright:
© 2022 Elsevier B.V.
PY - 2022/11
Y1 - 2022/11
N2 - In additive manufacturing (AM), intelligent technologies are proving to be a powerful tool for facilitating economic, efficient, and effective decision-making within the product and service development. Such capabilities hold great promise to significantly improve the producibility, repeatability, and reproducibility of the additive manufacturing process and unlock its complete design freedom for product innovation. This paper defines the concept of intelligent additive manufacturing and design (IAMD) while providing a triple-layer model for reference. Details about these three layers, i.e., digital thread layer, cyber-physical layer, and intelligent service layer, are presented. Moreover, both scientific and engineering challenges raised during the studies and implementations of IAMD are discussed together with potential solutions. The paper also outlines the future perspective on IAMD towards the directions of integrated design and manufacturing, cyber-physical AM, advanced artificial intelligence for AM, digital materials and products, as well as design for AM process chain.
AB - In additive manufacturing (AM), intelligent technologies are proving to be a powerful tool for facilitating economic, efficient, and effective decision-making within the product and service development. Such capabilities hold great promise to significantly improve the producibility, repeatability, and reproducibility of the additive manufacturing process and unlock its complete design freedom for product innovation. This paper defines the concept of intelligent additive manufacturing and design (IAMD) while providing a triple-layer model for reference. Details about these three layers, i.e., digital thread layer, cyber-physical layer, and intelligent service layer, are presented. Moreover, both scientific and engineering challenges raised during the studies and implementations of IAMD are discussed together with potential solutions. The paper also outlines the future perspective on IAMD towards the directions of integrated design and manufacturing, cyber-physical AM, advanced artificial intelligence for AM, digital materials and products, as well as design for AM process chain.
KW - Additive manufacturing
KW - Cyber-physical system
KW - Integrated design and manufacturing
KW - Intelligent manufacturing
UR - http://www.scopus.com/inward/record.url?scp=85138454646&partnerID=8YFLogxK
U2 - 10.1016/j.addma.2022.103139
DO - 10.1016/j.addma.2022.103139
M3 - Article
AN - SCOPUS:85138454646
SN - 2214-8604
VL - 59
JO - Additive Manufacturing
JF - Additive Manufacturing
IS - Part A
M1 - 103139
ER -
