SAFE AI ENGINEERING
AI engineering ensures safety of AI components for autonomous, connected driving
Start: 06/2018
End: 09/2022 (ROBDEKON II: 12/22 to 11/26)
The ROBDEKON competence center and the work of the FZI Research Center for Information Technology focus on developing robotic systems, technologies and Artificial Intelligence (AI) methods that can be used primarily in explosive or hostile environments – such as in contaminated areas or mine shafts at risk of collapse.
The aim is to protect people from danger in contaminated areas through intelligent robotic systems like the Husky robotic platform. In addition, the environment is relieved and hazards minimized by removing contamination. During the first phase of the project, a 3D mapping framework was developed to create high-resolution maps of the environment, which can be used for motion planning as well as for intuitive human-robot interactions at the control station.
The FZI focused on implementing memory- and computationally-efficient approaches that can also be used by flying drones in mine shafts. Furthermore, AI methods were modeled to enable the recognition of hazardous materials with little training data. An intelligent sorting system, for example, was developed to help separate different explosive batteries on a conveyor belt using stationary sensor and robot units. The ROBDEKON competence center thus contributes to civil security for a better quality of life in Germany.
In this research focus, the FZI concentrates on practical research into the key technology of Artificial Intelligence (AI). Innovative AI solutions are developed and transferred to application areas such as mobility, robotics, healthcare technology, logistics, production, and supply and disposal on behalf of our partners and customers.
Um die sichere Digitalisierung zu ermöglichen, erforscht und vermittelt das FZI in diesem Forschungsschwerpunkt anwendungsnah innovative Konzepte, Methoden zur Absicherung von IT-Systemen sowie rechtliche Rahmenbedingungen.
Funding notice:
Project partners:
4 further partner companies from the economy
AI engineering ensures safety of AI components for autonomous, connected driving
Data trustee model protects use of individual health data in research
AI-based software detects and corrects motion artifacts in OCT images.
Thanks to the measurement of social interaction, psychological stress caused by loneliness can be detected at an earlier stage
Digital platform for dementia prevention helps address the lack of exercise
More exercise in everyday life: Self-learning real-time system recognizes behavior patterns and recommends customized activities
AI assistant serves as first point of contact for legal questions
AI engineering empowering security reasoning throughout the entire lifecycle of an AI function
Secure and self-determined digital identities in e-commerce
Co-design for application-specific microelectronics with innovative chiplets in Baden-Württemberg