PmPm - Predictive Manufacturing Predictive Maintenance

• Unité de recherche: INNOSUISSE
• Numéro de projet: 104.829.1 IP-ICT
• Titre du projet anglais: PmPm - Predictive Manufacturing Predictive Maintenance

Description succincte (Allemand)

PmPm - Predictive Manufacturing Predictive Maintenance

Description succincte (Anglais)

PmPm - Predictive Manufacturing Predictive Maintenance

Résumé des résultats (Abstract) (Allemand)

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.

Résumé des résultats (Abstract) (Anglais)

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.