19 citations · 19 across the 5 of their papers we have counts for
7 papers
Dangerous Questions in Astronomy Education
Michael Fitzgerald, Rachel Freed, Dan Reichart +63
As astronomy enters an era defined by global telescope networks, petabyte-scale surveys, and powerful computational tools, the longstanding goals of astronomy education, particular…
Towards Fleet-wide Sharing of Wind Turbine Condition Information through Privacy-preserving Federated Learning
Lorin Jenkel, Stefan Jonas, Angela Meyer
Terabytes of data are collected by wind turbine manufacturers from their fleets every day. And yet, a lack of data access and sharing impedes exploiting the full potential of the d…
Vibration fault detection in wind turbines based on normal behaviour models without feature engineering
Stefan Jonas, Dimitrios Anagnostos, Bernhard Brodbeck +1
Most wind turbines are remotely monitored 24/7 to allow for an early detection of operation problems and developing damage. We present a new fault detection method for vibration-mo…
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…
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…
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…
Performance Fault Detection in Wind Turbines by Dynamic Reference State Estimation
Angela Meyer, Bernhard Brodbeck
The operation and maintenance costs of wind parks make up a major fraction of a park's overall lifetime costs. They also include opportunity costs of lost revenue from avoidable po…