AI-based production control for grid-efficient processes

Researcher

Lars Quakernack

Publications

• Lars Quakernack, Valerie Vaquet, Barbara Hammer, Jens Haubrock (2024): A Sensor Fault Detection and Imputation Framework for Electrical Distribution Grids Full Publication

Collaboration

Julius Wörner

Research Theme

Application area: Industry

Tags

Energy Management

Combining eco-friendly energy production with economic industry output relies on integrating energy and production data while tackling challenges like long-term learning in AI and fostering human-AI interaction through explainable decisions and user acceptance strategies. 1. Forecasting energy/power needs (PV, load, heat, EV, …) 2. optimize production and/or grid needs 3. Update 1. and 2. through a day/week/month.