Projects and products of the Cognitive Industrial Systems department

A project of the same name aims to harness our experience across a whole host of AI application domains to realize MLOps with maximum effectiveness and automate it as far as possible. To that end a software suite was developed that incorporates a wide range of tools for creating machine learning applications and training the ML models.

The Karlsruher Forschungsfabrik for AI-integrated production offers the special opportunity to research and develop the topic of “Intelligent Production” in a practical way on real processes.

In the Fraunhofer ML4P lead project, several Fraunhofer Institutes are pooling their application experience and machine learning skills to develop solutions for industry. The aim is to develop a tool-supported process model that paves the way for flexible, fast-learning machines and systems.

"Open62541" is the only open implementation of OPC UA, the world language of machine-to-machine communication, programmed entirely in C.

The "Competence Centre for AI Engineering CC-KING" offers companies concrete support in the use of methods of artificial intelligence (AI) and machine learning (ML). It researches the basics and develops tools for a low-threshold implementation of AI and ML in business practice.

In the Fraunhofer SWAP lighthouse project, ten Fraunhofer institutes are developing technological concepts for the modular and self-organised production of the future, which will no longer be controlled centrally but decentrally - all the way to hierarchical swarms whose participants work together collaboratively and (partially) autonomously.