just better DATA
Efficient and highly accurate data generation for AI applications in autonomous driving
Start: 10.2023
End: 09.2026
Hybrenergy focuses on sustainable construction process engineering via digital building twins.
Apart from building information models and traditional construction plans, the approach integrates as-built scans, control data from the building services equipment (BSE), and sensor and environmental data. These data are merged into a common, hybrid twin model spanning all lifecycle phases of the building and used for energy simulations, BSE optimizations, and collaborative visualizations in virtual reality. The aim is to evaluate what-if scenarios for CO2-reducing construction and refurbishment measures in new buildings, but, even more importantly, in existing buildings, and translate them into specific investment recommendations. Hence, the project directly supports the energy transition in the building sector.
Within the project’s scope, the FZI is developing the holistic data model for the hybrid twin as well as processing and merging high volumes of data for use in simulations and visualizations.
This research focus includes the research and design of sustainable IT innovations in the cross-sectional areas of energy, mobility, production, water management, and logistics. This involves developing systems that promote the ecologically, socially, and economically sustainable use of resources, and providing strategic consultancy services to companies, particularly SMEs, on their path to greater sustainability.
Funding notice:
The project Hybrenergy is funded by the Federal Ministry for Economic Affairs and Energy on the basis of a resolution passed by the German Bundestag.
Project partners:
Efficient and highly accurate data generation for AI applications in autonomous driving
Generative AI in Software Development with a focus on smart home applications.
Standardized interfaces for greater speed, safety, and sovereignty in vehicle development
New approaches for interconnected hospital logistics
The modular toolbox for flexible robotics, tailored to the needs of small and medium-sized automotive suppliers
An AI Dashboard helping young people uncover online disinformation
Automated modeling and analysis using intelligent network algorithms and graph methods
The FZI develops ROS driver for Universal Robots
German-Israeli Research Initiative on Digital Democracy
Artificial Intelligence in Traffic Systems