25 citations · 75 across the 12 of their papers we have counts for
13 papers
Generalizable Temperature Nowcasting with Physics-Constrained RNNs for Predictive Maintenance of Wind Turbine Components
Johannes Exenberger, Matteo Di Salvo, Thomas Hirsch +2
Machine learning plays an important role in the operation of current wind energy production systems. One central application is predictive maintenance to increase efficiency and lo…
A Systematic Mapping Study of Digital Twins for Diagnosis in Transportation
Liliana Marie Prikler, Franz Wotawa
In recent years, digital twins have been proposed and implemented in various fields with potential applications ranging from prototyping to maintenance. Going forward, they are to…
Finding Critical Scenarios for Automated Driving Systems: A Systematic Literature Review
Xinhai Zhang, Jianbo Tao, Kaige Tan +9
Scenario-based approaches have been receiving a huge amount of attention in research and engineering of automated driving systems. Due to the complexity and uncertainty of the driv…
A framework for the automation of testing computer vision systems
Franz Wotawa, Lorenz Klampfl, Ledio Jahaj
Vision systems, i.e., systems that allow to detect and track objects in images, have gained substantial importance over the past decades. They are used in quality assurance applica…
Automatic Generation of Challenging Road Networks for ALKS Testing based on Bezier Curves and Search
Florian Klück, Lorenz Klampfl, Franz Wotawa
In this paper, we outline an approach for automatic generation of challenging road networks for virtual testing of an automated lane keep system. Based on a set of control points,…
CIMAX: Collective Information Maximization in Robotic Swarms Using Local Communication
Hannes Hornischer, Joshua Cherian Varughese, Ronald Thenius +3
Robotic swarms and mobile sensor networks are used for environmental monitoring in various domains and areas of operation. Especially in otherwise inaccessible environments decentr…