Role of diffusion in material mixing during steel-copper laser powder bed fusion: A numerical study

Material mixing mechanisms in multi-material laser powder bed fusion (LPBF) are critical for mitigating defects and optimizing interfacial properties. This study employs a multiphysics modeling framework to investigate the role of diffusion in material concentration changes at a copper-steel interface during LPBF, focusing on mesoscopic phenomena. Simulations of a single-track 316L-CuCr1Zr process reveal that diffusion plays a negligible role in melt pool dynamics due to the short timescales and spatial constraints inherent to LPBF. Analytical solutions support this argument and confirm that material transport, rather than diffusion, governs mixing phenomena. These findings clarify the limitations of diffusion-based models and highlight the need for alternative numerical strategies to accurately predict interfacial mixing in multi-material LPBF simulations.

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Publication Details

Journal
Procedia CIRP
Published
2025-01-01
DOI
https://doi.org/10.1016/j.procir.2025.01.104
Citations
2
Primary Topic
Additive Manufacturing Materials and Processes
Type
article
Field-Weighted Citation Impact
1.43

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article

Role of diffusion in material mixing during steel-copper laser powder bed fusion: A numerical study

Markus Bambach�, C. Lüthi, Mohamadreza Afrasiabi
2 citations
Procedia CIRP
Additive Manufacturing Materials and Processes
1.43
article

Role of diffusion in material mixing during steel-copper laser powder bed fusion: A numerical study

Markus Bambach�, C. Lüthi, Mohamadreza Afrasiabi
article en
2 citations

Abstract

Material mixing mechanisms in multi-material laser powder bed fusion (LPBF) are critical for mitigating defects and optimizing interfacial properties. This study employs a multiphysics modeling framework to investigate the role of diffusion in material concentration changes at a copper-steel interface during LPBF, focusing on mesoscopic phenomena. Simulations of a single-track 316L-CuCr1Zr process reveal that diffusion plays a negligible role in melt pool dynamics due to the short timescales and spatial constraints inherent to LPBF. Analytical solutions support this argument and confirm that material transport, rather than diffusion, governs mixing phenomena. These findings clarify the limitations of diffusion-based models and highlight the need for alternative numerical strategies to accurately predict interfacial mixing in multi-material LPBF simulations.

Procedia CIRPVol. 137
ETH Zurich (CH)
Board of the Swiss Federal Institutes of Technology
Openalex Percentile: Top 18%
Additive Manufacturing Materials and Processes
1.43
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Role of diffusion in material mixing during steel-copper laser powder bed fusion: A numerical study — Markus Bambach�, C. Lüthi, et al. · Procedia CIRP (2025) | TGRS Research Map | TGRS