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cs.LG2022
Vibration Fault Diagnosis in Wind Turbines based on Automated Feature Learning
Angela Meyer
A growing number of wind turbines are equipped with vibration measurement systems to enable a close monitoring and early detection of developing fault conditions. The vibration mea…
cs.LG2021
Early fault detection with multi-target neural networks
Angela Meyer
Wind power is seeing a strong growth around the world. At the same time, shrinking profit margins in the energy markets let wind farm managers explore options for cost reductions i…
cs.LG2020
Multi-target normal behaviour models for wind farm condition monitoring
Angela Meyer
The trend towards larger wind turbines and remote locations of wind farms fuels the demand for automated condition monitoring strategies that can reduce the operating cost and avoi…