The Data Analytics group develops innovative AI-based solutions to get the most out of data generated in the context of smart power electronics and Industry 4.0. The basis for this is an application-oriented approach that includes system analysis, design, data acquisition, filtering, clustering, and finally the development and implementation of intelligent algorithms in embedded systems or in industrial processes. Important for viable solutions in the dynamic field of data analytics and AI is a close collaboration with relevant teams and institutions, e.g. the Modeling and Artificial Intelligence department of IISB or the ADA Lovelace Center, of which Fraunhofer IISB is a founding member.
From Fraunhofer IISB's core topic Power Electronic Systems, two main areas for the application of data analytics solutions were chosen:
- Cognitive Power Electronics 4.0: Intelligent Power Electronics
- Dr. Production®: Intelligent Manufacturing Equipment