Jochen Moll

Traversing blades and where to find them in visual-language latent landscapes: Exploring contextual computer-vision domains and model compression for tower-radar rotor monitoring

Christian Kexel, Sercan Alipek, Jochen Moll

TL;DR: This article focuses on the radar-only computer-vision task of classifying rotors without complementary costly instrumentation, and measured radargrams from field experiments are complemented with the novel synthetic dataset SiWiRoRa as well as further open imagery.

Tower-radar computer vision (TRCV) represents an emerging application-oriented field of study. Here, image-type measurements are acquired from radar transceivers bound to the mast of wind power turbines and these radargrams subsequently get analyzed using data-driven algorithms.…Read more

Data set on ultrasonic guided waves in a composite overwrapped pressure vessel under variable operational conditions for the Open Guided Waves Platform

Jan Heimann, Daniel Lozano, H. El Moutaouakil, Octavio A. Márquez Reyes, Enes Savli, David Pöhlig, et al.

Structural Health Monitoring (SHM) using ultrasonic-guided waves (UGWs) enables continuous monitoring of components with complex geometries and provides detailed information about their structural integrity and overall condition. Due to their intricated characteristics, UGWs are…Read more