PmPm - Predictive Manufacturing Predictive Maintenance

• Forschungsstelle: INNOSUISSE
• Projektnummer: 104.829.1 IP-ICT
• Projekttitel Englisch: PmPm - Predictive Manufacturing Predictive Maintenance

Kurzbeschreibung (Deutsch)

PmPm - Predictive Manufacturing Predictive Maintenance

Kurzbeschreibung (Englisch)

PmPm - Predictive Manufacturing Predictive Maintenance

Abstract (Deutsch)

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 (Englisch)

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.