Machinery fault detection is a critical task for ensuring the reliability, safety, and quality of
industrial systems. In recent years, anomalous sound event detection has been of rising interest …

Acoustic-based fault detection has been one of the key instruments to monitor the health
condition of mechanical parts. However, the background noise of an industrial environment may …

The legal system is one of the most important pillars of human society. While digitization is
integrated into many areas of everyday life, the legal system is still very traditionally positioned…

Legal systems form the foundation of democratic states. Nevertheless, it is nearly impossible
for individuals to extract specific information from comprehensive legal documents. We …

In the end-of-line test of geared motors, the evaluation of product quality is important. Due to
time constraints and the high diversity of variants, acoustic measurements are more …

In the production of complex and modular mechanical components such as geared motors
the diversity of variants is rising continuously. At the same time the requirement for good …

A supervised machine learning classifier can only be as good as the labeled training data.
For this reason, there is a need for explicit human expert knowledge inside the workflow. …

Data analytics is a key factor to make fully informed and data-driven decisions in modern
manufacturing companies. With increasing international competition, classical approaches to …

Kleine und mittlere Unternehmen können von KI-Technologien profitieren, indem sie ihre
Effizienz und Wettbewerbsfähigkeit steigern. Retrieval-Augmented Generation-Systeme stellen …

… 95 Pelkmann, David …