DISTRAL: Industrial Process Monitoring for Injection Molding with Distributed Transfer Learning (Innolink: 101.787 IP-ENG)

• Unité de recherche: INNOSUISSE
• Numéro de projet: 62174.1 IP-ENG
• Titre du projet anglais: DISTRAL: Industrial Process Monitoring for Injection Molding with Distributed Transfer Learning (Innolink: 101.787 IP-ENG)

Description succincte (Allemand)

DISTRAL: Industrial Process Monitoring for Injection Molding with Distributed Transfer Learning (Innolink: 101.787 IP-ENG)

Description succincte (Anglais)

DISTRAL: Industrial Process Monitoring for Injection Molding with Distributed Transfer Learning

Résumé des résultats (Abstract) (Allemand)

We develop a distributed machine learning system to sort out defect plastic parts during production. The main challenge is the transferability of learnt process know-how from case to case; the solution builds on domain adaptation, continual data-centric deep learning and federated edge computing.