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Machine learning assisted quality control in metal additive manufacturing:a review

Zeqi Hu Changlin Huang Lechun Xie Lin Hua Yujie Yuan Laichang Zhang

Advanced Powder Materials2025，Vol.4Issue(6)：P.138-182,45.

Advanced Powder Materials2025，Vol.4Issue(6)：P.138-182,45.DOI:10.1016/j.apmate.2025.100342

Machine learning assisted quality control in metal additive manufacturing:a review

Zeqi Hu ¹Changlin Huang ¹Lechun Xie ¹Lin Hua ²Yujie Yuan ³Laichang Zhang³

作者信息

1. State Key Laboratory of Light Superalloys,Wuhan University of Technology,Wuhan 430070,China Hubei Key Laboratory of Advanced Technology for Automotive Components,Wuhan University of Technology,Wuhan 430070,China
2. State Key Laboratory of Light Superalloys,Wuhan University of Technology,Wuhan 430070,China Hubei Key Laboratory of Advanced Technology for Automotive Components,Wuhan University of Technology,Wuhan 430070,China State Key Laboratory of Advanced Technology for Materials Synthesis and Processing,Wuhan University of Technology,Wuhan 430070,China
3. Centre for Advanced Materials and Manufacturing,School of Engineering,Edith Cowan University,Joondalup,Perth,WA,6027,Australia
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摘要

关键词

Metal additive manufacturing(Metal AM)/Machine learning(ML)/Quality control/Multi-physics optimization/Closed-loop control

分类

信息技术与安全科学

引用本文复制引用

Zeqi Hu,Changlin Huang,Lechun Xie,Lin Hua,Yujie Yuan,Laichang Zhang..Machine learning assisted quality control in metal additive manufacturing:a review[J].Advanced Powder Materials,2025,4(6):P.138-182,45.

基金项目

supported by the National Key R&D Program of China(No.2024YFB4609700) （No.2024YFB4609700）

Major Research Plan of the National Natural Science Foundation of China(No.92266102) （No.92266102）

National Natural Science Foundation of China(No.52271135,No.52433016) （No.52271135,No.52433016）

Open project of Key Laboratory of Green Fabrication and Surface Technology of Advanced Metal Materials,China(No.GFST2024KF05) （No.GFST2024KF05）

Innovative Research Group Project of Hubei Provincial Natural Science Foundation,China(No.2025AFA014) （No.2025AFA014）

ECU DVC Strategic Research Support Fund,Australia(No.23965) （No.23965）

Natural Science Foundation of Hubei Province,China(No.2025AFD399). （No.2025AFD399）

Advanced Powder Materials

ISSN：2772-834X

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