Dimensional Quality and Distortion Analysis of Thin-Walled Alloy Parts of AlSi10Mg Manufactured by Selective Laser Melting

The quality and reliability in additive manufacturing is an emerging area. To ensure process quality and reliability, the influence of all process parameters and conditions needs to be understood. The product quality and reliability characteristics, i.e., dimensional accuracy, precision, repeatabili...

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Main Authors: Altaf Ahmed, Arfan Majeed, Zahid Atta, Guozhu Jia
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Journal of Manufacturing and Materials Processing
Subjects:
Online Access:https://www.mdpi.com/2504-4494/3/2/51
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spelling doaj-d45104524ccc499bad84854431cade352020-11-24T23:53:28ZengMDPI AGJournal of Manufacturing and Materials Processing2504-44942019-06-01325110.3390/jmmp3020051jmmp3020051Dimensional Quality and Distortion Analysis of Thin-Walled Alloy Parts of AlSi10Mg Manufactured by Selective Laser MeltingAltaf Ahmed0Arfan Majeed1Zahid Atta2Guozhu Jia3Department of Management Science and Engineering, School of Economics and Management, Beihang University (BUAA), Beijing 100191, ChinaKey Laboratory of Contemporary Design and Integrated Manufacturing Technology, School of Mechanical Engineering, Northwestern Polytechnical University, Shaanxi 710072, ChinaKey Laboratory of Contemporary Design and Integrated Manufacturing Technology, School of Mechanical Engineering, Northwestern Polytechnical University, Shaanxi 710072, ChinaDepartment of Management Science and Engineering, School of Economics and Management, Beihang University (BUAA), Beijing 100191, ChinaThe quality and reliability in additive manufacturing is an emerging area. To ensure process quality and reliability, the influence of all process parameters and conditions needs to be understood. The product quality and reliability characteristics, i.e., dimensional accuracy, precision, repeatability, and reproducibility are mostly affected by inherent and systematic manufacturing process variations. This paper presents research on dimensional quality and distortion analysis of AlSi10Mg thin-walled parts developed by a selective laser melting technique. The input process parameters were fixed, and the impact of inherent process variation on dimensional accuracy and precision was studied. The process stability and variability were examined under repeatability and reproducibility conditions. The sample length (horizontal dimension) results revealed a 0.05 mm maximum dimensional error, 0.0197 mm repeatability, and 0.0169 mm reproducibility. Similarly, in sample height (vertical dimension) results, 0.258 mm maximum dimensional error, 0.0237 mm repeatability, and 0.0863 mm reproducibility were observed. The effect of varying design thickness on thickness accuracy was analyzed, and regression analysis performed. The maximum 0.038 mm error and 0.018 mm standard deviation was observed for the 1 mm thickness sample, which significantly decreased for sample thickness &#8805;2 mm. The % error decreased exponentially with increasing sample thickness. The distortion analysis was performed to explore the effect of sample thickness on part distortion. The 0.5 mm thickness sample shows a very high distortion comparatively, and it is reduced significantly for &gt;0.5 mm thickness samples. The study is further extended to examine the effect of solution heat treatment and artificial aging on the accuracy, precision, and distortion; however, it did not improve the results. Conclusively, the sample dimensions, i.e., length and height, have shown fluctuations due to inherent process characteristics under repeatability and reproducibility conditions. The ANOVA results revealed that sample length means are not statistically significantly different, whereas sample height means are significantly different. The horizontal dimensions in the <i>xy</i>-plane have better accuracy and precision compared to the vertical dimension in the <i>z</i>-axis. The accuracy and precision increased, whereas part distortion decreased with increasing thickness.https://www.mdpi.com/2504-4494/3/2/51dimensional quality analysisrepeatability and reproducibilityprocess variabilitydistortion analysisselective laser melting
collection DOAJ
language English
format Article
sources DOAJ
author Altaf Ahmed
Arfan Majeed
Zahid Atta
Guozhu Jia
spellingShingle Altaf Ahmed
Arfan Majeed
Zahid Atta
Guozhu Jia
Dimensional Quality and Distortion Analysis of Thin-Walled Alloy Parts of AlSi10Mg Manufactured by Selective Laser Melting
Journal of Manufacturing and Materials Processing
dimensional quality analysis
repeatability and reproducibility
process variability
distortion analysis
selective laser melting
author_facet Altaf Ahmed
Arfan Majeed
Zahid Atta
Guozhu Jia
author_sort Altaf Ahmed
title Dimensional Quality and Distortion Analysis of Thin-Walled Alloy Parts of AlSi10Mg Manufactured by Selective Laser Melting
title_short Dimensional Quality and Distortion Analysis of Thin-Walled Alloy Parts of AlSi10Mg Manufactured by Selective Laser Melting
title_full Dimensional Quality and Distortion Analysis of Thin-Walled Alloy Parts of AlSi10Mg Manufactured by Selective Laser Melting
title_fullStr Dimensional Quality and Distortion Analysis of Thin-Walled Alloy Parts of AlSi10Mg Manufactured by Selective Laser Melting
title_full_unstemmed Dimensional Quality and Distortion Analysis of Thin-Walled Alloy Parts of AlSi10Mg Manufactured by Selective Laser Melting
title_sort dimensional quality and distortion analysis of thin-walled alloy parts of alsi10mg manufactured by selective laser melting
publisher MDPI AG
series Journal of Manufacturing and Materials Processing
issn 2504-4494
publishDate 2019-06-01
description The quality and reliability in additive manufacturing is an emerging area. To ensure process quality and reliability, the influence of all process parameters and conditions needs to be understood. The product quality and reliability characteristics, i.e., dimensional accuracy, precision, repeatability, and reproducibility are mostly affected by inherent and systematic manufacturing process variations. This paper presents research on dimensional quality and distortion analysis of AlSi10Mg thin-walled parts developed by a selective laser melting technique. The input process parameters were fixed, and the impact of inherent process variation on dimensional accuracy and precision was studied. The process stability and variability were examined under repeatability and reproducibility conditions. The sample length (horizontal dimension) results revealed a 0.05 mm maximum dimensional error, 0.0197 mm repeatability, and 0.0169 mm reproducibility. Similarly, in sample height (vertical dimension) results, 0.258 mm maximum dimensional error, 0.0237 mm repeatability, and 0.0863 mm reproducibility were observed. The effect of varying design thickness on thickness accuracy was analyzed, and regression analysis performed. The maximum 0.038 mm error and 0.018 mm standard deviation was observed for the 1 mm thickness sample, which significantly decreased for sample thickness &#8805;2 mm. The % error decreased exponentially with increasing sample thickness. The distortion analysis was performed to explore the effect of sample thickness on part distortion. The 0.5 mm thickness sample shows a very high distortion comparatively, and it is reduced significantly for &gt;0.5 mm thickness samples. The study is further extended to examine the effect of solution heat treatment and artificial aging on the accuracy, precision, and distortion; however, it did not improve the results. Conclusively, the sample dimensions, i.e., length and height, have shown fluctuations due to inherent process characteristics under repeatability and reproducibility conditions. The ANOVA results revealed that sample length means are not statistically significantly different, whereas sample height means are significantly different. The horizontal dimensions in the <i>xy</i>-plane have better accuracy and precision compared to the vertical dimension in the <i>z</i>-axis. The accuracy and precision increased, whereas part distortion decreased with increasing thickness.
topic dimensional quality analysis
repeatability and reproducibility
process variability
distortion analysis
selective laser melting
url https://www.mdpi.com/2504-4494/3/2/51
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