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

• Research unit: INNOSUISSE
• Project number: 62174.1 IP-ENG

Short description (German)

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

Short description (English)

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

Abstract (German)

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.