Injection Molding Simulations

Injection Molding Simulations This dataset contains 624 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 and elemental fields: Nodal: 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 Elemental: In-cavity_residual_stress_tensor: a symmetric tensor field describing the residual stresses Poisson's_ratio_(v12)_(3D_fiber): a scalar field representing Poisson's ratio v12 Poisson's_ratio_(v13)_(3D_fiber): a scalar field representing Poisson's ratio v13 Poisson's_ratio_(v23)_(3D_fiber): a scalar field representing Poisson's ratio v23 Shear_modulus_(G12)_(3D_fiber): a scalar field for shear modulus G12 Shear_modulus_(G13)_(3D_fiber): a scalar field for shear modulus G13 Shear_modulus_(G23)_(3D_fiber): a scalar field for shear modulus G23 Tensile_modulus_in_first_principal_direction_(3D_fiber): a scalar field for Young’s modulus in principal direction 1 Tensile_modulus_in_second_principal_direction_(3D_fiber): a scalar field for Young’s modulus in principal direction 2 Tensile_modulus_in_third_principal_direction_(3D_fiber): a scalar field for Young’s modulus in principal direction 3 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/