Dataset for Designing extrusion dies on the basis of eXplainable Artificial Intelligence
This dataset contains the porthole die data used to develop a design support tool for aluminium extrusion porthole dies based on eXplainable IA. The tool is useful for dies with 4 cavities and 4 ports per cavity. Dataset includes the geometrical data related to 596 different ports from 88 first-trial 4 cavities and 4 ports per cavity dies. In terms of the R² metric and the results obtained with the application examples, the results obtained with this ML-based model are significantly better than those of a previous model based on linear regression. It also includes the results and geometries of the FEM simulations performed to validate the model.