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):
(b) Simulated resistance (force in x, y & z directions) over depth on:
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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.
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.
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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.
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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 |
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Mixture Type Select all applicable |
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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) |
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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: | ||
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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 | ||
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 | |