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

• Forschungsstelle: INNOSUISSE
• Projektnummer: 62174.1 IP-ENG
• Projekttitel Englisch: DISTRAL: Industrial Process Monitoring for Injection Molding with Distributed Transfer Learning (Innolink: 101.787 IP-ENG)

Kurzbeschreibung (Deutsch)

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

Kurzbeschreibung (Englisch)

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

Abstract (Deutsch)

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.