Several models, already existing at the start of the project, have been used as some of the optimisation criteria for automatic alloy design (mechanical properties, among others). During the project, new models have been developed:
- Prediction of dynamic recrystallisation (DRX) of nickel-based superalloys. DRX is a metallurgical phenomenon that can be exploited to better control alloy processing (e.g. forging), and as a result the product quality and its final properties.
- Models linked to the resistance to hydrogen embrittlement (RHE) of nickel-based superalloys, or to their resistance to high temperature oxidation (RHTO); such models can be exploited to design alloys with improved resistance to environmental degradation.
- Prediction of the stability of so-called “high entropy alloys” (HEAs), a new class of materials with extraordinary combinations of properties (strength, density, ductility and corrosion resistance).
In the end, new alloys can been designed:
- New HEAs have been designed, fabricated and tested; some of them display unprecedented combinations of strength and density.
- New superalloys have been designed using the DRX model, with both an optimised behaviour under high temperature processing (e.g. forging) and maximum strength.
- New superalloys can be designed using the RHE or the RHTO models, with optimal resistances to environmental degradation along with excellent mechanical properties.