Machine Learning Enhanced Process Simulation in Laser Powder Bed Fusion (LPBF)

• Unité de recherche: INNOSUISSE
• Numéro de projet: 50397.1 IP-ENG
• Titre du projet anglais: Machine Learning Enhanced Process Simulation in Laser Powder Bed Fusion (LPBF)

Description succincte (Allemand)

Machine Learning Enhanced Process Simulation in Laser Powder Bed Fusion (LPBF)

Description succincte (Anglais)

Machine Learning Enhanced Process Simulation in Laser Powder Bed Fusion (LPBF)

Résumé des résultats (Abstract) (Allemand)

Process simulation-based distortion compensation will be implemented to improve the productivity and profitability of Laser Powder Bed Fusion (LPBF) and to reduce lead times. Dedicated calibration procedures will be developed and enhanced by Machine Learning methods for generalized applicability.