Validation of powder layering simulation via packing density measurement for laser-based powder bed fusion
| dc.contributor.author | Haapa Erik | |
| dc.contributor.author | Gopaluni Aditya | |
| dc.contributor.author | Piili Heidi | |
| dc.contributor.author | Ganvir Ashish | |
| dc.contributor.author | Salminen Antti | |
| dc.contributor.author | Ottelin Juha | |
| dc.contributor.organization | fi=konetekniikka|en=Mechanical Engineering| | |
| dc.contributor.organization-code | 1.2.246.10.2458963.20.73637165264 | |
| dc.converis.publication-id | 182416735 | |
| dc.converis.url | https://research.utu.fi/converis/portal/Publication/182416735 | |
| dc.date.accessioned | 2025-08-28T03:17:08Z | |
| dc.date.available | 2025-08-28T03:17:08Z | |
| dc.description.abstract | <p>Powder bed fusion using a laser beam (PBF-LB/M) is considered one of the most versatile additive manufacturing methods as the parts printed have high resolution thanks to the low layer thickness used. The powder packing density (<em>PD</em>) of the powder layer has a significant impact on the density, surface roughness and other mechanical properties of the built parts. Due to the difficulty of characterizing the powder bed in situ, simulation has often been used to study the powder behavior on the powder bed. However, in order for the simulation to have practical value, there must be some way of confirming the results via experimental methods, also called validation. The aim of this study was to develop a powder packing density-based validation method for a powder bed simulation. The developed method featured a simplistic "open cup" style sample which traps powder inside for <em>PD</em> measurement. The samples were built with an EOS M 290 PBF-LB/M system using Alloy 718 (also known as "IN718" or "Inconel") powder. Average <em>PD</em> over the five built samples was 52.4 %, with a standard deviation of 0.2 %. The method was used to successfully validate a powder bed simulation with four recoated powder layers, modelled using FLOW-3D DEM simulation software from Flow Science Inc. Similar methods for <em>PD</em> characterization were found in literature, but in many cases the method does not fully correspond to the conditions of a simulated powder bed, the scale is very small, or the reliability of the <em>PD</em> measurement is not confirmed. The method presented in this study corresponds to typical powder bed simulation conditions, while retaining high reliability and repeatability of results.<br></p> | |
| dc.format.pagerange | 012020 | |
| dc.identifier.issn | 1757-8981 | |
| dc.identifier.jour-issn | 1757-8981 | |
| dc.identifier.olddbid | 210472 | |
| dc.identifier.oldhandle | 10024/193499 | |
| dc.identifier.uri | https://www.utupub.fi/handle/11111/56861 | |
| dc.identifier.url | https://iopscience.iop.org/article/10.1088/1757-899X/1296/1/012020 | |
| dc.identifier.urn | URN:NBN:fi-fe2025082790636 | |
| dc.language.iso | en | |
| dc.okm.affiliatedauthor | Haapa, Erik | |
| dc.okm.affiliatedauthor | Gopaluni, Aditya | |
| dc.okm.affiliatedauthor | Piili, Heidi | |
| dc.okm.affiliatedauthor | Ganvir, Ashish | |
| dc.okm.affiliatedauthor | Salminen, Antti | |
| dc.okm.discipline | 214 Mechanical engineering | en_GB |
| dc.okm.discipline | 216 Materials engineering | en_GB |
| dc.okm.discipline | 214 Kone- ja valmistustekniikka | fi_FI |
| dc.okm.discipline | 216 Materiaalitekniikka | fi_FI |
| dc.okm.internationalcopublication | not an international co-publication | |
| dc.okm.internationality | International publication | |
| dc.okm.type | A4 Conference Article | |
| dc.publisher.country | United Kingdom | en_GB |
| dc.publisher.country | Britannia | fi_FI |
| dc.publisher.country-code | GB | |
| dc.relation.conference | Nordic Laser Materials Processing Conference | |
| dc.relation.doi | 10.1088/1757-899X/1296/1/012020 | |
| dc.relation.ispartofjournal | IOP Conference Series: Materials Science and Engineering | |
| dc.relation.ispartofseries | IOP Conference Series: Materials Science and Engineering | |
| dc.relation.volume | 1296 | |
| dc.source.identifier | https://www.utupub.fi/handle/10024/193499 | |
| dc.title | Validation of powder layering simulation via packing density measurement for laser-based powder bed fusion | |
| dc.title.book | NOLAMP- Nordic Laser Materials Processing Conference (19TH-NOLAMP-2023) 22/08/2023 - 24/08/2023 Turku, Finland | |
| dc.year.issued | 2023 |
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