Markus Kreutz

Machine learning-based icing prediction on wind turbines

Markus Kreutz, Abderrahim Ait Alla, Kamaloddin Varasteh et al. · Procedia CIRP · 2019 · 54 citations · Full text

Engineering, Machine Learning, Liquid Water Content +16

Ice Detection on Rotor Blades of Wind Turbines using RGB Images and Convolutional Neural Networks

Markus Kreutz, Abderrahim Ait Alla, Anatoli Eisenstadt et al. · Procedia CIRP · 2020 · 33 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Simulation-based Analysis of the Interaction of a Physical and a Digital Twin in a Cyber-Physical Production System

Abderrahim Ait Alla, Markus Kreutz, Daniel Rippel et al. · IFAC-PapersOnLine · 2019 · 29 citations · Full text

Virtual Manufacturing, Engineering, Industrial Engineering +22

Simulated-based methodology for the interface configuration of cyber-physical production systems

Abderrahim Ait Alla, Markus Kreutz, Daniel Rippel et al. · International Journal of Production Research · 2020 · 23 citations · Full text

Engineering, Industrial Engineering, Digital Twinning +23

Ice prediction for wind turbine rotor blades with time series data and a deep learning approach

Markus Kreutz, Abderrahim Ait Alla, Michael Lütjen et al. · Cold Regions Science and Technology · 2022 · 17 citations

Engineering, Machine Learning, Data Science +9