Harmonizing sound and light: X-ray imaging unveils acoustic signatures of stochastic inter-regime instabilities during laser melting

dc.contributor.authorHamidi Nasab Milad
dc.contributor.authorMasinelli Giulio
dc.contributor.authorde Formanoir Charlotte
dc.contributor.authorSchlenger Lucas
dc.contributor.authorVan Petegem Steven
dc.contributor.authorEsmaeilzadeh Reza
dc.contributor.authorWasmer Kilian
dc.contributor.authorGanvir Ashish
dc.contributor.authorSalminen Antti
dc.contributor.authorAymanns Florian
dc.contributor.authorMarone Federica
dc.contributor.authorPandiyan Vigneashwara
dc.contributor.authorGoel Sneha
dc.contributor.authorLogé Roland
dc.contributor.organizationfi=konetekniikka|en=Mechanical Engineering|
dc.contributor.organization-code1.2.246.10.2458963.20.73637165264
dc.converis.publication-id182191017
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/182191017
dc.date.accessioned2025-08-27T12:58:15Z
dc.date.available2025-08-27T12:58:15Z
dc.description.abstract<p>Laser powder bed fusion (LPBF) is a metal additive manufacturing technique involving complex interplays between vapor, liquid, and solid phases. Despite LPBF’s advantageous capabilities compared to conventional manufacturing methods, the underlying physical phenomena can result in inter-regime instabilities followed by transitions between conduction and keyhole melting regimes — leading to defects. We investigate these issues through operando synchrotron X-ray imaging synchronized with acoustic emission recording, during the remelting processes of LPBF-produced thin walls, monitoring regime changes occurring under constant laser processing parameters. The collected data show an increment in acoustic signal amplitude when switching from conduction to keyhole regime, which we correlate to changes in laser absorptivity. Moreover, a full correlation between X-ray imaging and the acoustic signals permits the design of a simple filtering algorithm to predict the melting regimes. As a result, conduction, stable keyhole, and unstable keyhole regimes are identified with a time resolution of 100 µs, even under rapid transitions, providing a straightforward method to accurately detect undesired processing regimes without the use of artificial intelligence.<br></p>
dc.identifier.eissn2041-1723
dc.identifier.olddbid199943
dc.identifier.oldhandle10024/182970
dc.identifier.urihttps://www.utupub.fi/handle/11111/45184
dc.identifier.urlhttps://www.nature.com/articles/s41467-023-43371-3
dc.identifier.urnURN:NBN:fi-fe2025082784856
dc.language.isoen
dc.okm.affiliatedauthorGanvir, Ashish
dc.okm.affiliatedauthorSalminen, Antti
dc.okm.discipline214 Mechanical engineeringen_GB
dc.okm.discipline214 Kone- ja valmistustekniikkafi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherNature Research
dc.publisher.countryUnited Kingdomen_GB
dc.publisher.countryBritanniafi_FI
dc.publisher.country-codeGB
dc.relation.articlenumber8008
dc.relation.doi10.1038/s41467-023-43371-3
dc.relation.ispartofjournalNature Communications
dc.relation.volume14
dc.source.identifierhttps://www.utupub.fi/handle/10024/182970
dc.titleHarmonizing sound and light: X-ray imaging unveils acoustic signatures of stochastic inter-regime instabilities during laser melting
dc.year.issued2023

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