Abstract

Spatter particles ejected from the melt pool during selective laser melting processes can get redeposited on the build plate region and impact final part quality. Although an inert gas flow is used to purge the spattered particles away from the build plate region, some of the spatter particles get redeposited on the plate region leading to increased porosity and surface roughness. In this regard, the current study focuses on the numerical modeling of the interactions between the inert gas flow and spatter particles by using the discrete phase model. A Renishaw AM250 build chamber is used as the base geometry and the flow field within the build chamber is evaluated for various inert gas flow rates and nozzle diameters of 6 mm and 12 mm. For the first time, spatter trajectories are tracked at specific spatter diameters and ejection angles to pinpoint the influence of drag and gravitational forces on the evolution of spatter trajectories. The findings reveal that the spatter particles between 120 and 180 μm diameter travel beyond the build plate only at specific gas ejection angles and gas flow rates (≥750 L/min). Reducing the nozzle diameter to 6 mm increases the inert gas flow velocity in the build region and enhances the range of spatter particles. New correlations are proposed to relate the range of particles and inert gas flow rates, which can be used to identify the spatter diameters, ejection angles, and inert gas flow rates required to transport the particles beyond the sensitive build plate region.

Highlights

  • Additive manufacturing techniques are gaining prominence as the solution of choice for manufacturing complex and intricate geometric structures for a multitude of applications

  • As the focus of this work is on identifying possible routes to improve spatter removal with minimal changes to the build chamber design, the effect of reducing inlet nozzle diameter to 6 mm is investigated for the gas flow rate of 250 LPM

  • The current work focuses on numerically modeling the interaction between the inert gas flow and spatter particles by using the Eulerian-Lagrangian approach

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Summary

Introduction

Additive manufacturing techniques are gaining prominence as the solution of choice for manufacturing complex and intricate geometric structures for a multitude of applications. Non-uniformities in gas flow over the powder bed surface increase standard deviation in the final product properties, which is linked to the deposition of spattering particles as well as insufficient removal of vapor fumes from the path of the laser beam. Both computational and experimental approaches have been used to understand and optimize the inert gas flow to improve the build quality of the final product. The effect of reducing nozzle inlet diameter is investigated on the velocity profiles and the spatter trajectories within the build chamber

Modeling Framework
Numerical Solution
Model Validation
Upper Limit for Inlet Flow Rates
Effect of Spatter Diameter and Ejection Angle
Velocity Profiles and Particle Trajectories for Improved Design
Findings
Conclusions
Full Text
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