Experimental and statistical investigation of mechanical properties and surface roughness in additive manufacturing with selective laser melting of AlSi10Mg alloy

ArticleAçık Erişim

Özet

In metal-based additive manufacturing, laser power, scanning speed, hatching distance and layer thickness are important manufacturing parameters. These parameters are very important in terms of microstructure, mechanical properties and surface quality of the final product. For this reason, it is very important choosing these parameters correctly in the production process. One of the common approaches used to optimize these parameters is volumetric energy density. In this study, product quality improvement in additive manufacturing of AlSi10Mg alloy was focused, and test pieces were produced at different volumetric energy densities. The parts were manufactured according to the Taguchi L9 orthogonal array experimental design. Three different laser powers (250–300–350 W), three different scanning speeds (900–1000–1100 mm/s), three different hatching distances (0.17–0.19–0.21 mm) and constant layer thickness values were used as manufacturing parameters. The performance properties of the manufactured parts were investigated in terms of mechanical properties and surface roughness. As a result of the study, it was observed that the mechanical properties of the samples produced at very high and very low volumetric energy densities decreased and the surface roughness increased. Maximum mechanical properties within the produced samples were obtained at 55.82 J/mm3 volumetric energy density, and minimum surface roughness was obtained at 54.46 J/mm3 volumetric energy density. For mechanical properties and surface roughness, multiple response optimization was performed with Taguchi-based Grey relational analysis method. According to the experimental results, optimum manufacturing parameters for additive manufacturing of AlSi10Mg alloy; it was obtained as 350 W laser power, 1100 mm/s scanning speed, 0.19 mm hatching distance and 55.82 J/mm3 volumetric energy density, which is the interaction of these parameters. The mechanical properties and surface roughness obtained graphically were supported by fracture surface images and microstructure studies. With multiple response optimization, 30.15% improvement was achieved in performance indicators. In addition, it has been demonstrated that volumetric energy density can be used as an important evaluation tool in determining product quality. © 2023, The Author(s), under exclusive licence to The Brazilian Society of Mechanical Sciences and Engineering.

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RDL Kalıcı Bağlantı (PID)
https://rdlopen.rawdatalibrary.net/r/ebyu/11803Resmi atıflarda kullanılan kalıcı adres
DOI
https://doi.org/10.1007/s40430-023-04445-xYayıncı resmi DOI adresi
Tam Kayıt
AlanDeğerDil
dc.contributor.authorSiyambaş, Yusuf
dc.contributor.authorTurgut, Yakup
dc.date.accessioned2026-10-18T20:26:47.927002227Z
dc.date.available2026-10-18T20:26:47.927002227Z
dc.date.issued2023
dc.description.abstractIn metal-based additive manufacturing, laser power, scanning speed, hatching distance and layer thickness are important manufacturing parameters. These parameters are very important in terms of microstructure, mechanical properties and surface quality of the final product. For this reason, it is very important choosing these parameters correctly in the production process. One of the common approaches used to optimize these parameters is volumetric energy density. In this study, product quality improvement in additive manufacturing of AlSi10Mg alloy was focused, and test pieces were produced at different volumetric energy densities. The parts were manufactured according to the Taguchi L9 orthogonal array experimental design. Three different laser powers (250–300–350 W), three different scanning speeds (900–1000–1100 mm/s), three different hatching distances (0.17–0.19–0.21 mm) and constant layer thickness values were used as manufacturing parameters. The performance properties of the manufactured parts were investigated in terms of mechanical properties and surface roughness. As a result of the study, it was observed that the mechanical properties of the samples produced at very high and very low volumetric energy densities decreased and the surface roughness increased. Maximum mechanical properties within the produced samples were obtained at 55.82 J/mm3 volumetric energy density, and minimum surface roughness was obtained at 54.46 J/mm3 volumetric energy density. For mechanical properties and surface roughness, multiple response optimization was performed with Taguchi-based Grey relational analysis method. According to the experimental results, optimum manufacturing parameters for additive manufacturing of AlSi10Mg alloy; it was obtained as 350 W laser power, 1100 mm/s scanning speed, 0.19 mm hatching distance and 55.82 J/mm3 volumetric energy density, which is the interaction of these parameters. The mechanical properties and surface roughness obtained graphically were supported by fracture surface images and microstructure studies. With multiple response optimization, 30.15% improvement was achieved in performance indicators. In addition, it has been demonstrated that volumetric energy density can be used as an important evaluation tool in determining product quality. © 2023, The Author(s), under exclusive licence to The Brazilian Society of Mechanical Sciences and Engineering.
dc.description.sponsorshipThis study was supported by the Gazi University scientific research project. Project Number: FDK-2022-7432.
dc.identifier.doi10.1007/s40430-023-04445-x
dc.identifier.eissn1806-3691
dc.identifier.issn1678-5878
dc.identifier.issue10
dc.identifier.scopus2-s2.0-85170647050
dc.identifier.startpage515
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/ebyu/11803
dc.identifier.volume45
dc.identifier.wosWOS:001065588900002
dc.language.isoen
dc.publisherSpringer Science and Business Media Deutschland GmbH
dc.relation.ispartofJournal of the Brazilian Society of Mechanical Sciences and Engineering
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectAdditive manufacturing
dc.subjectGrey relational analysis
dc.subjectMechanical properties
dc.subjectSurface roughness
dc.subjectVolumetric energy density
dc.subjectAdditives
dc.subjectDensity (specific gravity)
dc.subjectMicrostructure
dc.subjectQuality control
dc.subjectSelective laser melting
dc.subjectSilicon
dc.subjectSurface properties
dc.subjectLaser power
dc.subjectLayer thickness
dc.subjectManufacturing parameters
dc.subjectMechanical surface
dc.subjectMultiple response optimization
dc.subjectProducts quality
dc.subjectScanning speed
dc.subjectVolumetric energy densities
dc.titleExperimental and statistical investigation of mechanical properties and surface roughness in additive manufacturing with selective laser melting of AlSi10Mg alloy
dc.typeArticle
dspace.entity.typePublication
rdl.citation.scopus22
rdl.citation.wos21
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)