19 citations · 19 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 19 cited
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…
cs.LG2022
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…