Injection Molding Simulations

Injection Molding Simulations

This dataset contains 629 VTU files of geometries from the ABC dataset [1] with results of an injection molding simulation. 

Each geometry features a single, randomly chosen injection location at the surface and simulations have been performed with Autodesk Moldflow 2023 assuming Celanese Factor PP GF 30 as material. The results contain several nodal fields:

Deflection,_all_effects[X_Component/Y_Component/Z_Component/Deflection]: a vector field containing the deflection after cooling with warpage

Fiber_orientation_tensor_on_nodes_(3D): a symmetric tensor field for the second order fiber orientation tensor

Fill_time: a scalar field for the fill time

Freeze_time: a scalar field for the time at which the polymer reaches solidifcation temperature

Pressure_Block*_Time:*s: Pressure at each fill time step and cooling time step

Temperature_(3D)_Block*_Time:*s: Temeprature ateach fill time step and cooling time step

Velocity_(3D)_Block*_Time:*s: Temeprature ateach fill time step and cooling time step

Volumetric_shrinkage_(3D)_Block*_Time:*s: Volumetric shrinkage at each cooling time step

In addition, there are accompaniying LOG files of the Moldflow run as well as YML files to store inlet coordinates and inlet normals.

[1] https://deep-geometry.github.io/abc-dataset/