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How to combine ML and ecodesign to find the best structure/material for sustainable aviation?

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TOSM

How to combine ML and ecodesign to find the best structure/material for sustainable aviation?

The project uses the SimJEB database: https://simjeb.github.io/

OptistructAuto notebook:

  • Inputs: directory with .fem files and an excel with materials properties (Materials.xlsx)
  • Output: Excel file with results of displacement, VM stresses and environmental impact (Results.xlsx)

Materials.xlsx:

  • Excel with the different materials that will be simulated and its properties

Results.xlsx:

  • Results for non-optimized brackets

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How to combine ML and ecodesign to find the best structure/material for sustainable aviation?

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