In field 3, software and services for data analysis and data value creation with AI and ML techniques are developed. A first and very essential part of the service area concerns algorithms and software for AI- and ML-based (NDE-) data analysis including preprocessing.
Specific services comprise the AI- and ML-based processing of process and sensor data, with the objective of
- the safety of products and
- maximize the sustainability / efficiency of processes.
The service area is subdivided into four subfields:
- Algorithms and software for AI and ML-based (NDE) data analysis incl. pre-processing
- Data preparation for AI approaches (manual labeling / manual classification)
- AI- and ML-based processing of process and sensor data with the objective to maximize product security
- AI- and ML-based processing of process and sensor data with the objective to maximize the sustainability of processes and products