AI-based Health Prognostics for Battery Energy Storage Systems with Operational Condition Monitoring Data
Description
In order to offer new asset performance management services, Fluence Energy and the ZHAW will develop advanced analytics, in particular AI algorithms, for grid-scale battery energy storage systems based on real-world data from operational plants.
Key data
Projectlead
Deputy Projectlead
Dr. Manuel Arias Chao, Dr. Antonio Notaristefano (Fluence Energy AG)
Project team
Mila Francesca Lüscher, Matthias Wüest, Antoni Plonczak
Project partners
Fluence Energy AG
Project status
ongoing, started 01/2024
Institute/Centre
Institute for Data Science (IDS)
Funding partner
Innosuisse Innovationsprojekt
Technikumstrasse 81
8400 Winterthur