Improved accuracy of continuum surface flux models for metal additive manufacturing melt pool simulations

• Published in: Advanced modeling and simulation in engineering sciences 2024-08, Vol.11 (1), p.16-40, Article 16
• Main Authors: Much, Nils, Schreter-Fleischhacker, Magdalena, Munch, Peter, Kronbichler, Martin, Wall, Wolfgang A., Meier, Christoph
• Format: Article
• Language: English
• Subjects: Accuracy; Additive manufacturing; Classical and Continuum Physics; Computational Science and Engineering; Computing costs; Continuum surface flux model; Engineering; Engineering Sciences; Finite element method; Fluid dynamics; Fluxes; Laser applications; Laser beam melting; Laser powder bed fusion additive manufacturing; Manufacturing; Material properties; Melt pool thermo-hydrodynamics; Melt pools; Multi-phase heat transfer; Parameters; Powder beds; Research Article; Temperature; Temperature distribution; Theoretical and Applied Mechanics; Thickness
• ISSN: 2213-7467; 2213-7467
• DOI: 10.1186/s40323-024-00270-6

Computational modeling of the melt pool dynamics in laser-based powder bed fusion metal additive manufacturing (PBF-LB/M) promises to shed light on fundamental mechanisms of defect generation. These processes are accompanied by rapid evaporation so that the evaporation-induced recoil pressure and cooling arise as major driving forces for fluid dynamics and temperature evolution. The magnitude of these interface fluxes depends exponentially on the melt pool surface temperature, which, therefore, has to be predicted with high accuracy. The present work utilizes a diffuse interface finite element model based on a continuum surface flux (CSF) description of interface fluxes to study dimensionally reduced thermal two-phase problems representative for PBF-LB/M in a finite element framework. It is demonstrated that the extreme temperature gradients combined with the high ratios of material properties between metal and ambient gas lead to significant errors in the interface temperatures and fluxes when classical CSF approaches, along with typical interface thicknesses and discretizations, are applied. It is expected that this finding is also relevant for other types of diffuse interface PBF-LB/M melt pool models. A novel parameter-scaled CSF approach is proposed, which is constructed to yield a smoother temperature field in the diffuse interface region, significantly increasing the solution accuracy. The interface thickness required to predict the temperature field with a given level of accuracy is less restrictive by at least one order of magnitude for the proposed parameter-scaled approach compared to classical CSF, drastically reducing computational costs. Finally, we showcase the general applicability of the parameter-scaled CSF to a 3D simulation of stationary laser melting of PBF-LB/M considering the fully coupled thermo-hydrodynamic multi-phase problem, including phase change.