2 papers
cs.LG2025
Fault Detection in New Wind Turbines with Limited Data by Generative Transfer Learning
Stefan Jonas, Angela Meyer
Intelligent condition monitoring of wind turbines is essential for reducing downtimes. Machine learning models trained on wind turbine operation data are commonly used to detect an…
cs.LG2024
Wind turbine condition monitoring based on intra- and inter-farm federated learning
Albin Grataloup, Stefan Jonas, Angela Meyer
As wind energy adoption is growing, ensuring the efficient operation and maintenance of wind turbines becomes essential for maximizing energy production and minimizing costs and do…