just better DATA
Efficient and highly accurate data generation for AI applications in autonomous driving
Start: 11/2019
End: 03/2023
In our changing energy system, where large conventional power plants are increasingly being replaced by smaller ones, the importance of the distribution grids bringing electricity from generators to consumers is growing. The increase of distributed generation plants as well as of large consumers such as electric vehicle charging stations can lead to bottlenecks in the grid.
FlexQgrid is developing intelligent solutions with which power generation and consumption can be balanced locally, thereby preventing grid congestion. For this purpose, a quota-based grid traffic light concept is implemented that leverages the flexibility of generators and consumers to ensure local grid balance while providing a benefit to both parties.
In the project, the FZI is developing a building energy management system to make the flexibility of prosumers available to the market and grid operators. Accordingly, it develops all the processes and optimization algorithms that implement the quota model along with the intelligent energy management within the building and uses complex forecasting methods as well as diverse, heterogeneous sources.
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 flexQgrid project is funded by the Federal Ministry for Economic Affairs and Climate Action (BMWK) within the energy research.
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