Penetration in 3D printed particle bed - Validation

Penetration in 3D printed particle bed - Validation

Validation Lead(s)

Hrachya Kocharyan @Hrachya Kocharyan

Hao Shi @Hao Shi

Confirmed collaborator(s)

Please feel free to join and add your code name to the table below. This validation case is straightforward to be simulated in any code.

DEM Code name

Responsible person:

EDEM

@Hao Shi

Mercury

@Thomas Weinhart

YADE

@Karol Brzeziński

@Danny van der Haven

BlazeDEM

@Nicolin Govender

Yannick’s code (polyhedra only)

@Yannick Descantes

Ansys RockyDEM & LIGGGHTS (sphere only)

@Manuel Moncada

Benchmark Type

 

Benchmark
Verification
Validation
Challenge

Target Result

(e.g. How close to an analytical solution?)

Perform DEM simulations on plate penetration in a predefined particle packing.

Calibrate and validate the DEM simulation using experimental results obtained with 3D printed particles.

Two target outputs are expected:

(a) Calibrated contact model parameters (Hertz Mindlin no-slip with TypeC rolling, p-p and p-g refer to particle-particle & particle-geometry):

  • Coefficient of sliding friction: p-p & p-g

  • Coefficient of rolling friction: p-p & p-g

  • The other parameters are fixed and given in the Table Material properties at the bottom of the page.

(b) Simulated resistance (force in x, y & z directions) over depth on:

  • Total penetration resistance on the geometry

  • Tip resistance

  • Sleeve/shaft resistance

Validation Case Description

Granular coarse materials such as gravel, grains and minerals are common in geotechnical, mining and bulk handling applications. A common method to investigate the penetration resistance in soils/sand-bed is the Cone Penetration Test (CPT). For coarse granular materials, plate penetration is more appropriate to represent the penetrations happening in the real bulk material handling processes, e.g., excavation or grabbing.

As an extension of the benchmark case represented in parallel, this validation case will utilise the experimental results obtained from plate penetration in 3D printed particles that have controlled shape, size and properties, e.g., spheres as shown in the Figure below.

image-20260114-124756.png

 

At the start of the simulation, the container was filled with 1000 sphere particles (detailed properties given at the bottom of the page) with a diameter of 15 mm. The packing is then relaxed under gravity to reach a fully settled state with kinetic energy in the system smaller than 1e-5 J.
The plate penetrates vertically downwards in the negative z-direction with a constant velocity of 20 mm/s. The total penetration time is 10 seconds, resulting in a final penetration depth of 200mm, which is around half of the height of the packing. The forces acting on the plate geometries during the whole penetration process are recorded with a sampling interval (saving count) every 0.05 seconds (1 mm depth).

image-20260206-132058.png

 

 

Validation Geometry and Boundary Conditions

As shown in the Figure above, the setup consists of a cubic box with an open top to hold the granular packing and a steel plate that consists of top/bottom walls and side walls.

The initial granular packing will be generated by randomly dropping the particles into the cubic box until reaching the target number of particles.

 

File name

Description

Location/link

Penetration_experiments_spheres.data

Data file contains experimental results: time [s], depth [m], mean_force [N], STD_force [N] (each has one column)

TBA

domain_box.stl

Cubic domain box to hold all the particles.

TBA

plate_top_bottom_walls.stl

Top and bottom walls for the plate geometry

TBA

plate_side_walls.stl

Side walls for the plate geometry

TBA

Image(s)

Actual experimental setup will be added here.

Additional notes:

Participants should choose either sphere or tetrahedron to continue this validation case. The calibration procedure needs to be documented so it is clear how those validated parameters were obtained.

Particle Type

Select all applicable

  • Spheres [x]

  • Sphere clumps

  • Ellipsoidal

  • Super-quadrics

  • Level-set

  • Potential surfaces

  • Polygonal

  • Polyhedra [x]

  • Sphero-polyhedra

  • Other (specify):

 

 

Mixture Type

Select all applicable

  • Monodisperse [x]

  • Bidisperse

  • Polydisperse

  • Uniformly graded

  • Other (specify):

Material properties - PLA and steel

Provide particle density/densities, Young’s modulus and Poisson’s ratio (where appropriate), as well as properties that are required to define particle shape (i.e. radii, longest/shortest axis, sphere separation distance for clumps, etc.). Add/remove rows if required.

Material description

Sphere / Tetrahedron

Steel

Median particle diameter d50

15 [mm]/??[mm]

-

PSD

monodisperse

-

Density

400 [kg/m3]

7500 [kg/m3]

Young’s Modulus

0.05 [GPa]

210 [GPa]

Poisson’s ratio

0.2

0.2

Coefficient of restitution

0.5 (particle-particle)

0.4 (particle-geometry)

Coefficient of sliding friction

calibrated (p-p)

calibrated (p-g)

Coefficient of rolling friction

calibrated (p-p)

calibrated (p-g)

 

 

 

Below are suggested contact models, paticipants have full freedom to use whatever contact model is available or more suitable.

 

Contact model(s) for sphere (or specify which contact model used)

Normal and tangential direction: Hertz-Mindlin model

Rolling/spinning direction: Type C rolling friction

ON-DEM Contact Model Database Reference:

 

Contact model(s) for tetrahedron (or specify which contact model used):

Normal and tangential direction: Hertz-Mindlin Nassauer-Kuna Model (contact volume based)

Rolling/spinning direction: Spinning Friction Model

ON-DEM Contact Model Database Reference:

 

 

 

 

 

 

 

 

Simulation setup

Parameters for simulation and analysis. Add rows if required (e.g. number of cycles, unbalanced force ratio, etc.)

Time-step

1e-6 [s]

Simulation time

10 [s]

Data output interval

0.05 [s]

Number of particles

1000

Plate penetration velocity

20 [mm/s]

Initial configuration

See setup description above.

Output data format

The output files should be simple ASCII format with each quantity occupies one column, as the example shown below

thirdline.png

Other considerations and notes

Please use this space to provide any additional information and/or data not covered in the previous sections of the template

Tentative schedule

Expression of interest by:

Feb 28, 2026

Start date (data received from):

May 1, 2026 will be updated based on the experimental progress

Submission deadline for data:

Aug 31, 2026

Data analysis to be completed by:

Oct 31, 2026

Tentative publication date for draft submission

Oct 31, 2026