The Fraunhofer Institute of Optronics, System Technologies and Image Exploitation IOSB in Karlsruhe develops systems and solutions in the business units Automation, Energy and Environment, Civil Security, Defense as well as Inspection and Visual Inspection with about 500 employees. IOSB's overarching core competence is systems theory and systems engineering: the ability to analyze, model, design and synthesize large, multidisciplinary systems. Modern concepts of control engineering and assistance modules based on machine learning methods have been developed and industrially realized at IOSB for many years.
Extensive preliminary work has been done in the field of building automation, e.g. in the projects:
- E-MonAut (Energy savings in existing buildings through comprehensive monitoring and automation concepts, FC 03ET1014A-D, 2011-2014)
- EffMon (Efficient monitoring in properties, FC 01LY1513A-G, 2016-2019)
- dynOpt-En (Energy manager for supply- and demand-based connection of energy sources, FC 03ETS001A, 2017-2020)
- ML4Heat project (FC 03ET1668A)
In the ML4Heat poject IOSB is implementing tools for the optimized operation of existing district heating networks based on machine learning methods.
IOSB has extensive expertise in the area of data analysis and machine learning. This has been developed and realized within projects in the area of monitoring and optimization of various processes (industrial production, drinking water networks, wind power plants).
Focal points in the project:
- Developing algorithms, software tools for monitoring and optimization of ventilation and air conditioning systems (RLT-Opt project) based on machine learning and artificial intelligence.
- Developing easy-to-use web platforms for monitoring and optimizing the operation of air handling systems.
- Project coordination
Contact:
Dr. Thomas Bernard (Project coordinator)
Fraunhofer IOSB
Fraunhoferstr. 1
76131 Karlsruhe (Germany)
Phone: +49 721-6091-360
email: thomas.bernard@iosb.fraunhofer.de