A Random Sequential Addition-based Algorithm for Generating Random Packings of Non-spherical Particles with Tunable Topology

TL;DR

This paper introduces a novel algorithm based on random sequential addition for generating diverse packings of non-spherical particles with adjustable topology, aiding in the study of sintering processes and material properties.

Contribution

The paper presents a simple, tunable algorithm for creating irregular non-spherical particle packings, enabling better simulation and experimental testing of sintering-related phenomena.

Findings

Generated packings with varied particle connectivities.

Particles with controllable shape and surface roughness.

Potential applications in simulations and prototype printing.

Abstract

Despite many advantages associated with the use of spherical particles, in practice, non-spherical particles are the main ingredient in sintering-based processing techniques, like selective-laser-sintering, where their shape and surface roughness influence the formation and development of inter-particle contacts. Not only do particle-particle contacts influence the overall pore surface curvature and thus the driving force behind the sintering process, but they also affect the development of macroscopic properties, especially the mechanical strength. To study the role of particle connectivity in the sintering process, we propose a simple algorithm that generates random packings of non-spherical particles in a wide range of particle connectivities. We create irregular particle shapes by clustering three groups of spheres in three separate stages that allow us to tune the shape and surface roughness of the particles. Packings generated by our algorithm can be used both in simulations and for printing prototypes that can be tested in real-time experiments.