Conversion of in-process optical and thermal data into a single 3D file representing printing process in powder bed fusion
Rapid development of additive manufacturing (AM) technologies leads to an increasing demand for quality control of printed parts. While in-process monitoring systems and post-testing technologies have been developed to inspect the part quality, there is not yet a well-established method that specifi...
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sg-ntu-dr.10356-1610232022-08-19T06:20:58Z Conversion of in-process optical and thermal data into a single 3D file representing printing process in powder bed fusion Zhang, Xuan Nguyen, Ngoc-Vu Tran, Tuan N. Shamsaei M. Seifi School of Mechanical and Aerospace Engineering Singapore Centre for 3D Printing Engineering::Mechanical engineering Additive Manufacturing In-Process Monitoring Rapid development of additive manufacturing (AM) technologies leads to an increasing demand for quality control of printed parts. While in-process monitoring systems and post-testing technologies have been developed to inspect the part quality, there is not yet a well-established method that specifies the procedures and requirements to convert the extracted in-process layer-wise information into a single 3D file for quality evaluation and control. In this study, an off-axial imaging system utilizing optical and thermal cameras is deployed to acquire in-process optical and thermal images of the Powder Bed Fusion (PBF) process. Image registration and analyses are then performed on the acquired images to extract the in-process layer-wise data (e.g., coordinates, gray value, and temperature) associated with the printing process. Based on a comparison of file formats commonly used in industrial software, we select the Extensible Markup Language (XML) file format, which is specified by post-processing software, and further propose procedures for constructing a single 3D file from the in-process data to represent the printing process and evaluate the printing quality. This work provides guidelines for conversion of in-process data into 3D files and contributes to in-process monitoring and quality control of AM manufactured parts. Submitted/Accepted version 2022-08-19T06:20:58Z 2022-08-19T06:20:58Z 2022 Book Chapter Zhang, X., Nguyen, N. & Tran, T. (2022). Conversion of in-process optical and thermal data into a single 3D file representing printing process in powder bed fusion. N. Shamsaei & M. Seifi (Eds.), Progress in Additive Manufacturing 2020 (pp. 75-91). ASTM International. https://hdl.handle.net/10356/161023 978-0-8031-7721-5 https://hdl.handle.net/10356/161023 10.1520/STP163720210019 10.1520/STP1637-EB 75 91 en Progress in Additive Manufacturing 2020 This is the accepted version of an article published in Progress in Additive Manufacturing 2020, Copyright @ 2022, ASTM International, West Conshohocken, PA, 75-91, http://dx.doi.org/10.1520/ STP163720210019. application/pdf ASTM International |
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Engineering::Mechanical engineering Additive Manufacturing In-Process Monitoring Zhang, Xuan Nguyen, Ngoc-Vu Tran, Tuan Conversion of in-process optical and thermal data into a single 3D file representing printing process in powder bed fusion |
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Rapid development of additive manufacturing (AM) technologies leads to an increasing demand for quality control of printed parts. While in-process monitoring systems and post-testing technologies have been developed to inspect the part quality, there is not yet a well-established method that specifies the procedures and requirements to convert the extracted in-process layer-wise information into a single 3D file for quality evaluation and control. In this study, an off-axial imaging system utilizing optical and thermal cameras is deployed to acquire in-process optical and thermal images of the Powder Bed Fusion (PBF) process. Image registration and analyses are then performed on the acquired images to extract the in-process layer-wise data (e.g., coordinates, gray value, and temperature) associated with the printing process. Based on a comparison of file formats commonly used in industrial software, we select the Extensible Markup Language (XML) file format, which is specified by post-processing software, and further propose procedures for constructing a single 3D file from the in-process data to represent the printing process and evaluate the printing quality. This work provides guidelines for conversion of in-process data into 3D files and contributes to in-process monitoring and quality control of AM manufactured parts. |
author2 |
N. Shamsaei |
author_facet |
N. Shamsaei Zhang, Xuan Nguyen, Ngoc-Vu Tran, Tuan |
format |
Book Chapter |
author |
Zhang, Xuan Nguyen, Ngoc-Vu Tran, Tuan |
author_sort |
Zhang, Xuan |
title |
Conversion of in-process optical and thermal data into a single 3D file representing printing process in powder bed fusion |
title_short |
Conversion of in-process optical and thermal data into a single 3D file representing printing process in powder bed fusion |
title_full |
Conversion of in-process optical and thermal data into a single 3D file representing printing process in powder bed fusion |
title_fullStr |
Conversion of in-process optical and thermal data into a single 3D file representing printing process in powder bed fusion |
title_full_unstemmed |
Conversion of in-process optical and thermal data into a single 3D file representing printing process in powder bed fusion |
title_sort |
conversion of in-process optical and thermal data into a single 3d file representing printing process in powder bed fusion |
publisher |
ASTM International |
publishDate |
2022 |
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https://hdl.handle.net/10356/161023 |
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1743119538596085760 |