Projects

GridAnalysis – AI-based system analysis of power distribution networks in normal and short-circuit operation - AI-based System Analysis and Assistance System

The goals of the GridAnalysis research project are the development of new models and methods for quasi-stationary and time-series-based simulation of ...

RACKET – Rare Class Learning and Unknown Events Detection for Flexible Production

The RACKET project addresses the problem of detecting rare and unknown faults by combining model-based and machine learning methods. The approach is ...

AdjUST – Automatisierung in der Konfiguration von Unternehmensinformationssystemen der Textilbranche über Methoden der KI und Referenzmodellierung

Unternehmen der Textilbranche stehen im Zuge der Digitalisierung und Globalisierung vor der Herausforderung, ihre Prozesse zu professionalisieren. ...

ALMA – Human Centric Algebraic Machine Learning

Algebraisches maschinelles Lernen (AML) wurde kürzlich als neues Lernparadigma vorgeschlagen, das auf der Abstrakten Algebra, der Modelltheorie, ...

HaLeR – HaLeR - Detection of action deviations through learning with limited computing resources

The HaLeR project aims to develop solutions for a flexible and adaptive MMI. The developed methods should allow a system to react and adapt flexibly ...

CAMELOT – Continuous Adaptive Machine-Learning of Transfer of Control Situations

A remaining major challenge with autonomous systems is the handling of situations that the system cannot handle on its own. Up to now, this transfer ...

MATE – Maritime Traffic Emissions: A monitoring network

Maritime ship traffic is globally increasing with 90% of the world trade being carried over the ocean. The emissions of the maritime traﬃc are a ...

SmartVigilance – Regulatorische Compliance durch KI-basierte Umfeldüberwachung in der Medizintechnik

Hersteller von Medizinprodukten unterliegen strengen Regulierungen hinsichtlich der Sicherheit ihrer Produkte. Regulierungen betreffen sowohl die ...

SensAI – Self-organizing Personal Knowledge Assistants in Evolving Corporate Memories

Potentials Knowledge Graphs (KGs) get an increased interest in research and industry to represent data, information and knowledge from various sources ...

SEARCH – Surface Exploration Android Remotely Controlled by Humans

The project consists of the development of a functional demonstrator of a miniature exploration rover, which can move quickly and efficiently over ...