Abstract

This work considers the fabrication of ceramic parts with the help of an additive manufacturing process, robocasting, in which a paste with suspended particles is robotically extruded. Within the final part, the material properties depend on the orientation of the particles. A prediction of the particle orientation is challenging as the part usually undergoes multiple processing steps with varying contributions to the orientation. As the main contribution to the final particle orientation arises from the extrusion process, many corresponding prediction models have been suggested. Robocasting involves, however, further processing steps that are less studied as they have a smaller influence on the orientation. One of the processing steps is drying by natural convection, which follows directly after the extrusion process. A quantification of the reorientation that occurs during drying is mostly unknown and usually neglected in the models. Therefore, we studied the amount of reorientation of suspended particles in robocasted green filaments during drying in detail. For our study, we applied the discrete element method, as it meets various requirements: The exact particle geometry can be resolved precisely; particle–particle interactions can be described; the paste composition is reproduced exactly; the initial particle orientation can be set in accordance with the prediction from the analytical models for the extrusion part; macroscopic force laws exist to represent capillary forces due to the remaining fluid phase that remains during drying. From our study, we concluded that the magnitude of particle reorientation during drying is small compared to the orientation occurring during the extrusion process itself. Consequently, reorientation during drying might further be neglected within analytical orientation prediction models.

Highlights

  • Robocasting, a material extrusion based additive manufacturing (EAM) technology technology, produces continuous rod-like filaments from a paste consisting of suspended microsized ceramic particles

  • The slurry showed substantial shrinkage around 36%. Because of this strong shrinkage, reliable measurements were only possible with a large sample volume, which was comparable to a filament diameter ≥ 1000 μm and which was not modeled numerically because of the long simulation time and the finding that the shrinkage was independent of the filament diameter

  • We performed discrete element method (DEM) simulations to quantify the reorientation of particles during drying of robocasted green filaments

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Summary

Introduction

Robocasting, a material extrusion based additive manufacturing (EAM) technology technology, produces continuous rod-like filaments from a paste consisting of suspended microsized ceramic particles. After extrusion, robocasted filaments are subjected to at least two further processing steps, which are (i) drying by natural convection at room temperature followed by (ii) sintering. While there exist a burgeoning number of analytical orientation prediction models (OPMs) [3–8] or microscopic simulations [9–11] to predict such a particle orientation within the still-wet filament, little is known about the magnitude of particle reorientation in robocasted filaments during the drying step. Information on particle reorientation is difficult to address as the particle orientation can only be measured after the sintering step, before which, the liquid phase must have already been removed. We quantified particle reorientation during the drying step with the help of numerical simulations

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