just better DATA
Efficient and highly accurate data generation for AI applications in autonomous driving
Start: 10/2023
End: 09/2026
Buildings should be able to interact with the energy system (power grid and market). For example, charging processes, batteries, and heat pumps should be controlled in a way that makes sense for the energy system. One specific problem that needs to be solved is the scalability of energy management solutions and their integration into the energy system.
To date, many individual solutions have been developed for specific buildings and neighborhoods. Based on previous EU projects, the project will develop a reference architecture and demonstrate it in six pilot projects. One of these pilot projects is the Smart East district in Karlsruhe, where electric car-sharing vehicles, batteries, and photovoltaic systems are optimally coordinated. The neighborhood makes several contributions to a stable, efficient, and renewable energy system.
The FZI is developing algorithms for optimal schedules for rechargeable electric vehicles and batteries in the Smart East district in Karlsruhe’s Oststadt neighborhood. The FZI is also working on the development of the European reference architecture for intelligent buildings.
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.
In this research focus, the FZI investigates and conveys innovative concepts, methods for protecting IT systems, and legal framework conditions to enable secure digitalization.
Funding notice:
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.
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