PmPm - Predictive Manufacturing Predictive Maintenance

• Research unit: INNOSUISSE
• Project number: 104.829.1 IP-ICT

Short description (German)

PmPm - Predictive Manufacturing Predictive Maintenance

Short description (English)

PmPm - Predictive Manufacturing Predictive Maintenance

Abstract (German)

We propose a novel Interactive ML framework for advanced manufacturing. We combine incremental learning (few-shot learning and active learning) and human know-how (human-in-the-loop) to face data scarcity in quality control applications, from predictive manufacturability to predictive maintenance.

Abstract (English)

We propose a novel Interactive ML framework for advanced manufacturing. We combine incremental learning (few-shot learning and active learning) and human know-how (human-in-the-loop) to face data scarcity in quality control applications, from predictive manufacturability to predictive maintenance.