E-quality Control in Dental Metal Additive Manufacturing Inspection Using 3D Scanning and 3D Measurement

3D printed metal crowns can be used for dental restorations. The main quality control challenge of these dental metal is the method of quality inspection. Electronic quality is a process by which the quality of the process and the parts produced can be checked online, thereby improving the process a...

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Main Authors: Liang Du, Yiwen Lai, Chunwang Luo, Yong Zhang, Jun Zheng, Xiaohong Ge, Yuangang Liu
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-08-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fbioe.2020.01038/full
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spelling doaj-5861f7601bbe44e39776a342f1ee05882020-11-25T03:52:04ZengFrontiers Media S.A.Frontiers in Bioengineering and Biotechnology2296-41852020-08-01810.3389/fbioe.2020.01038575338E-quality Control in Dental Metal Additive Manufacturing Inspection Using 3D Scanning and 3D MeasurementLiang Du0Yiwen Lai1Chunwang Luo2Yong Zhang3Jun Zheng4Xiaohong Ge5Yuangang Liu6School of Electrical Engineering and Automation, Xiamen University of Technology, Xiamen, ChinaSchool of Electrical Engineering and Automation, Xiamen University of Technology, Xiamen, ChinaSchool of Electrical Engineering and Automation, Xiamen University of Technology, Xiamen, ChinaSchool of Electrical Engineering and Automation, Xiamen University of Technology, Xiamen, ChinaSchool of Materials Science and Engineering, Xiamen University of Technology, Xiamen, ChinaSchool of Materials Science and Engineering, Xiamen University of Technology, Xiamen, ChinaCollege of Chemical Engineering, Huaqiao University, Xiamen, China3D printed metal crowns can be used for dental restorations. The main quality control challenge of these dental metal is the method of quality inspection. Electronic quality is a process by which the quality of the process and the parts produced can be checked online, thereby improving the process and reducing the time it takes for the entire process. Here, we propose a combination of 3D scanning and 3D measurement for 3D inspection of metal crowns. The data extracted from the 3D printed metal crowns were used as case studies to prove the proposed methodology. The obtained results confirm that the new method has very high classification accuracy compared with the traditional inspection methods, and thus yields excellent results. Moreover, the proposed approach is capable to archive 3D models of the parts and achieve rapid quality control. This paper forms the basis for solving many other similar problems that occur in 3D printing related industries.https://www.frontiersin.org/article/10.3389/fbioe.2020.01038/fullE-qualitydental restorationmetal materials3D scanning3D measurement
collection DOAJ
language English
format Article
sources DOAJ
author Liang Du
Yiwen Lai
Chunwang Luo
Yong Zhang
Jun Zheng
Xiaohong Ge
Yuangang Liu
spellingShingle Liang Du
Yiwen Lai
Chunwang Luo
Yong Zhang
Jun Zheng
Xiaohong Ge
Yuangang Liu
E-quality Control in Dental Metal Additive Manufacturing Inspection Using 3D Scanning and 3D Measurement
Frontiers in Bioengineering and Biotechnology
E-quality
dental restoration
metal materials
3D scanning
3D measurement
author_facet Liang Du
Yiwen Lai
Chunwang Luo
Yong Zhang
Jun Zheng
Xiaohong Ge
Yuangang Liu
author_sort Liang Du
title E-quality Control in Dental Metal Additive Manufacturing Inspection Using 3D Scanning and 3D Measurement
title_short E-quality Control in Dental Metal Additive Manufacturing Inspection Using 3D Scanning and 3D Measurement
title_full E-quality Control in Dental Metal Additive Manufacturing Inspection Using 3D Scanning and 3D Measurement
title_fullStr E-quality Control in Dental Metal Additive Manufacturing Inspection Using 3D Scanning and 3D Measurement
title_full_unstemmed E-quality Control in Dental Metal Additive Manufacturing Inspection Using 3D Scanning and 3D Measurement
title_sort e-quality control in dental metal additive manufacturing inspection using 3d scanning and 3d measurement
publisher Frontiers Media S.A.
series Frontiers in Bioengineering and Biotechnology
issn 2296-4185
publishDate 2020-08-01
description 3D printed metal crowns can be used for dental restorations. The main quality control challenge of these dental metal is the method of quality inspection. Electronic quality is a process by which the quality of the process and the parts produced can be checked online, thereby improving the process and reducing the time it takes for the entire process. Here, we propose a combination of 3D scanning and 3D measurement for 3D inspection of metal crowns. The data extracted from the 3D printed metal crowns were used as case studies to prove the proposed methodology. The obtained results confirm that the new method has very high classification accuracy compared with the traditional inspection methods, and thus yields excellent results. Moreover, the proposed approach is capable to archive 3D models of the parts and achieve rapid quality control. This paper forms the basis for solving many other similar problems that occur in 3D printing related industries.
topic E-quality
dental restoration
metal materials
3D scanning
3D measurement
url https://www.frontiersin.org/article/10.3389/fbioe.2020.01038/full
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