Skip to content

This project aims to generate 3D high-density wood fiber networks with high density or low porosity

License

Notifications You must be signed in to change notification settings

AI-TranspWood/3D-High-Density-Wood-Fiber-Network-Model

 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

7 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

High-density Wood Fiber Network

Author: Bin Chen

KTH Royal Institute of Technology, Sweden

E-mail 📧: binchen@kth.se or cbbuaa@outlook.com

Project summary

This project aims to generate wood fiber network with very high density (or low porosity). The 3D model can be used to simulate the physical properties of wood fiber network or paper materials. The model has following flexibility:

  • Simple and effecient;
  • Can control the fiber size and orientation distribution
  • The model can reach a very low porosity (about 21%);
  • Can simulated the molded shape, such as spherical and wedge shape;

📔 Log

2025/09/27:

The software was confirmed to work on Windows 11, MATLAB 2020a.

Key information

Parameters setting

  1. Several parameters need to be set in Main.m.
    • cell_wall_thick, the thickness of the cell wall, in unit of voxel.
    • length_small, the size of the middle model in x-y plane. The final volume will be slightly smaller than this value, here length_small-18 voxels is final saved volume.
    • fiber_align_mode, indicate an isotropic or anisotropic in-plane fiber distributin by assigning value of 1 or 2.
    • fiber_num, How many fibers will be included, the more fibers meaning thicker material.
    • fiber_width_mean, the mean value of the fiber width.
    • fiber_width_variation, the variation of the fiber width in the range of [-fiber_width_variation,fiber_width_variation].
    • mold_type, this paarameter should be 1 or 2 for spherical shape ro wedge shape
    • is_molded_WFN, The value is selected between 0 and 1. 1 will generate the molded WFN with a complex shape, while 0 will skip that.
  2. The obtained microstructure is saved in results/volum_compress_solid_center_new.mat. While the compressed molded WFN microstructures are saved in results/volum_compress_curve_clean_center.mat.
  3. The 3D microstructure can be viewed in the Volume Viewer app in Matlab
  4. If you want to rerun the project from a new set of parameters, please delete the corresponding result folder.

Results

One microstructure with 50 fibers is shown in Figure 1. The compressed high-density WFNs with spherical and wedge shapes are shown in Figure 2 and Figure 3, respectively.

Figure 1. Compressed 3D wood fiber network with 50 fibers. The fibers are isotropically distributed in plane.

Figure 2. Compressed 3D wood fiber network with 50 fibers and spherical shape. The fibers are isotropically distributed in plane.

Figure 3. Compressed 3D wood fiber network with 50 fibers and wedge shape. The fibers are isotropically distributed in plane.

Questions & Suggestions

Please contact Bin Chen (binchen@kth.se), if you wish to contribute code/algorithms to this project, or have question or suggestion.

Citation

Anyone who uses the code please cite: Simulated 3D microstructural geometries in wood fiber networks - towards high fiber content (to be submitted). If you need to redistribute the software, please keep the original author information.

About

This project aims to generate 3D high-density wood fiber networks with high density or low porosity

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • MATLAB 100.0%