A4 Refereed article in a conference publication

Investigation of Powder Catchment Efficiency in Laser-Based Directed Energy Deposition via CFD Modeling and Acoustic Emission;




AuthorsHaapa, Erik; Miri Beidokhti, Mojtaba; Ribeiro, Kandice S.B.

EditorsSchmidt, Michael

Conference nameCIRP Conference on Photonic Technologies

Publication year2026

Journal: Procedia CIRP

Book title 14th CIRP Conference on Photonic Technologies [LANE 2026]

Volume143

First page 722

Last page727

eISSN2212-8271

DOIhttps://doi.org/10.1016/j.procir.2026.07.150

Publication's open availability at the time of reportingOpen Access

Publication channel's open availability Open Access publication channel

Web address http://dx.doi.org/10.1016/j.procir.2026.07.150

Self-archived copy’s web addresshttps://research.utu.fi/converis/portal/detail/Publication/527043624

Self-archived copy's licenceCC BY NC ND

Self-archived copy's versionPublisher`s PDF


Abstract

Laser-based powder directed energy deposition (DED-LB/P) relies on powder delivery dynamics, which affect process efficiency and part quality through material catchment at the melt pool. This study investigates powder flow behavior and particle catchment using a combined computational and experimental approach. Computational fluid dynamics (CFD) models were developed to simulate material-laser interaction, and powder flow, including particle impact frequency. Model predictions were validated through single-bead deposition of stainless steel 316L powder, monitored using acoustic emission (AE). Simulations provided insight into the frequency of free-powder particle impacts, supporting analysis of powder-substrate interactions. Results show that structure-borne AE signals are sensitive to variations in powder mass flow rate, enabling reliable detection of flow fluctuations. However, direct quantification of powder catchment efficiency from AE remains challenging. The integration of AE monitoring with computational modeling offers a promising pathway for improved understanding and real-time evaluation of powder delivery efficiency and process stability in DED-LB/P.


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Funding information in the publication
The authors acknowledge the support from the Department of Mechanical and Materials Engineering at the University of Turku, and Quad Tech Turku, Turku, Finland. This study used FLOW-3D AM® (Version 2025R1U1; Flow Science, Inc.) made available through the FLOW-3D Academic Program.


Last updated on 14/08/2026 07:29:46 AM