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

• Forschungsstelle: INNOSUISSE
• Projektnummer: 100.574 IP-ICT
• Projekttitel Englisch: Scalable pump fleet knowledge transfer (FLEET) (Innolink: 100.574 IP-ICT)

Schlüsselwörter (Englisch)

ICT, Deep learning

Abstract (Englisch)

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.