Skip to content

Database of engineering material properties with python interface

License

Notifications You must be signed in to change notification settings

QF06/material-properties-interchange

 
 

Repository files navigation

Material Properties Interchange

Build Status codecov

Do for material properties what STEP files do for 3D geometry.

I've only made a rough demo so far. If you would find it useful please leave a comment or message me.

Current Status

Check out tutorials/xplane_airframes.ipynb for a demonstration of how to use the package and why it's useful for engineers.

So far, I've implemented the following:

  • A prototype of a material database record in YAML: materials_data/Al_6061.yaml. So far this is only a limited subset of properties for a single material.
  • The core datastructures + logic for representing a material property, and doing interpolation for state-dependent properties: materials/property.py.
  • The core logic for loading material data from a YAMl file into a python object: materials/material.py.
  • Some unit tests for the above.

Project Proposal

Provide for the interchange of information on material properties between CAD software, FEA software, and custom analysis scripts. I spend a lot of time manually transcribing material properties from MatWeb or MMPDS into SolidWorks and my own python scripts. This process is tedious and error prone - I'd like to make it better, and I imagine other engineers would appreciate this too. It would be valuable for a project to have a single (verified) database of material properties, which all of the project's computational tools (CAD, FEA, analysis scripts) reference.

Core components

Database

Format for recording properties of a material. Use a standard syntax (YAML)?

Interchange Programs

Import from MatWeb.

Convert to/from formats used by major CAD/FEA packages.

API

Access material properties from python, MATLAB, Excel(?).

Similar Products/Projects

Granta MI and the Material Data Management Consortium

About

Database of engineering material properties with python interface

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Jupyter Notebook 80.7%
  • Python 19.2%
  • Shell 0.1%