August 4, 2023
The fundamental working principle of every DEM code is to detect particle collisions and compute the contact force. This is achieved using the soft-sphere method, where particles are rigid, and any deformation at contact is modeled as an overlap. DEM methodically tracks each particle in the domain, facilitating the prediction of each particle's position at the next time step.
The flow of particles can be significantly affected by their shape. While spheres allow for simple contact detection and a single point of contact, they are not commonly found in the real world. As such, it's important to model other shapes, a capability that tools like Ansys Rocky provide.
Real particle shapes, such as polyhedrals, vary in their packing density, the linear and rotational modes of transport, dilating during shear and interlocking, and the strength of the materials. However, modeling real particle shapes can increase computational demands due to contact detection and overlap requirements.
GPU processing is a vital aspect of DEM simulation. Given that DEM tracks every particle at every time step, GPU processing can significantly speed up this process without sacrificing accuracy.
For cases with an overwhelmingly large number of particles, coarse-grain modeling might be employed. This approach reduces the total number of particles by using larger particles to represent a group of smaller ones, increasing computational efficiency.
To account for fluid forces and flow on particles, Computational Fluid Dynamics (CFD) can be effectively coupled with DEM. This method can be used with mesh-based approaches and any particle shape.
A technique increasingly used in hydrodynamics is the coupling of Smoothed Particle Hydrodynamics (SPH) with DEM. This approach excels in capturing complex free-surface flows with no diffusion errors, and is especially suitable when splashing or surface fragmentation is involved. The SPH-DEM method uses a Lagrangian meshless approach to capture flow dynamics by discretizing them into a set of fluid elements. Particles are then interpolated using a kernel function to compute smooth fields for local variables.
Ansys Rocky provides a unique platform for engineers across the spectrum of bulk material handling industries to computationally analyze their process by mapping the dynamic interplay of process, material, and geometric variables.
In order to achieve increased insight, Rocky allows for a number of advanced physical models, including: