A cooperation to drive battery modelling and aging prediction with artificial intelligence
RESEARCH PROJECT OUTLINE
bawaii (battery analytics with artificial intelligence) is a cooperation between TWAICE and the Institute of Automotive Technology at the Technical University of Munich. The research team investigates opportunities to deploy latest developments of artificial intelligence in the hybrid analytics approach of TWAICE.
Improve Battery Modelling by Digital Twins & AI
The combination of empirical models with advanced machine learning algorithms enables better predictions of battery conditions.
Use data science approaches to improve simulations of battery aging by merging data from different battery types.
Reduced Testing Effort
Leverage artificial intelligence to reduce lab testing when parametrizing battery systems.