Projects

A central focus of the AI Innovation Center is direct cooperation with industrial companies: Feasibility studies (Quick Checks) and projects to develop initial prototypes (Exploring Projects) of AI applications. In addition, consortium projects and innovation networks are aimed at cross-company exchange.

Automated welding of pipe connections

Automated welding of pipe joints Quick check Initial situation Welded pipe joints are used in classic heating manifolds as well as in district heating transfer stations. These pipe joints are welded manually, as there is currently no cost-effective...

Damage evaluation with machine learning

The final acceptance requirements for employees were reviewed with the help of UNAs. AI potentials were identified and suggested.

Damage evaluation of rockfalls with machine learning

The semi-automated labeling tool can identify objects in images and draw bounding boxes around the defective areas using Segment Anything. Although the dataset is limited, the object detection model has shown promising results and is expected to be further improved with a larger dataset.

Projects

Automated welding of pipe connections

Damage evaluation with machine learning

Damage evaluation of rockfalls with machine learning

Semantic navigation

Sensor-based adaptation of the welding parameters

Sensor-based TIG welding of containments

TextilPick – Singulation of Used Textiles Using Robots for Textile Recycling

Transfer Learning Basic Network Examination