SAFE AI ENGINEERING
AI engineering ensures safety of AI components for autonomous, connected driving
Start: 08/2020
End: 05/2024
The diffusion of demand-response (DR) programs in Europe is advancing slowly but steadily. The Delfine project addresses this problem by following an interdisciplinary approach and develops a solution for the participation of industrial end-users in both price and incentive-based DR programs. The goal is to determine the impact of such programs on grid and electricity cost trends in the manufacturing industry. Supported by Stadtwerke Trier as grid-operating company and a multidisciplinary consortium, this project aims to find a technical solution that can be applied in different areas.
From the automated forecasting of energy generation and demand to the dynamic design of electricity prices and the energy-efficient as well as intelligent use of production resources, an end-to-end data exchange solution based on the concept of a semantic middleware is being developed. The holistic view on addressed issues facilitates developing business plans in which the project’s results are used by electricity providers, aggregators and the manufacturing industry and sustainably exploited well beyond the project’s duration. A public working group serves as a platform for discussing the project’s progress regularly.
In this venture, the FZI focuses on forecasting energy consumption from industrial resources and the subsequent optimization of production plans regarding energy costs. This way, energy flexibility is to be realized in industrial environments.
Funding notice:
The Delfine project is funded by the Federal Ministry for Economic Affairs and Climate Action (BMWK).
Project partners:
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