Big Data Analytics as the key to data-driven process optimization
Within the "Leistungszentrum", the Fraunhofer IPT is, among other things, responsible for the analysis of large amounts of data, which are included in the pilot lines ("Big Data Analytics"). This includes the following activities in particular:
- Training of product- and process-related models with the help of machine learning methods
- Determining data quality and improving the quality of production-related data
- Development of a roadmap for the application of AI and ML, taking into account the boundary and framework conditions for industrial use
The research project will further develop the Automated Machine Learning concept in production ("AutoML"), especially for the preparation of the data and the training of the models.
Opportunities for participation/ cooperation
In order to further deepen the knowledge gained at the Center of Excellence in Aachen and to bring it closer to the industry, the International Center vor Networked, Adaptive Production (ICNAP) was founded. The core of the Center is its community, which forms a network and a platform to further develop, transport and publish research results, demonstrators and visions of the Center of Excellence. You too can become part of this community at any time. Further information can be found on the official website of the "Leistungszentrum – Networked, Adaptive Production".