Scalable pump fleet knowledge transfer (FLEET) (Innolink: 100.574 IP-ICT)

• Unité de recherche: INNOSUISSE
• Numéro de projet: 100.574 IP-ICT
• Titre du projet anglais: Scalable pump fleet knowledge transfer (FLEET) (Innolink: 100.574 IP-ICT)

Mots-clé (Anglais)

ICT, Deep learning

Résumé des résultats (Abstract) (Anglais)

The project aims to develop predictive maintenance algorithms for diverse fleets of pump equipment that enable to transfer operational experience and fault patterns between different units of a fleet, making it scalable, improving the robustness, and enabling continuous adaptation to new data.