Aventa AV-7 (6kW) IET-OST Research Wind Turbine SCADA with Static Yaw Offset

SCADA Data from Aventa AV-7 (6kW) Research Wind Turbine, located in Taggenberg (ZH), Lat:47.52 Long:8.68236, owned and operated by IET-OST. The data covers time period from 2025-01-01 to 2025-10-15, sampled at 1Hz, and includes operation with the imposed nacelle yaw offsets of 4 and 6 degrees. The present dataset is prepared for the static yaw offset identification challenge (see Related works). The training dataset contains labeled data (imposed yaw offset) and 11 SCADA Channels containing time-series observations (at 1Hz) of: Rotor speed in RPM, Generator speed in RPM, Stator temperature in C, Wind speed in m/s, Converter active power in kW, Wind direction w.r.t. nacelle measured in degrees, System supply voltage 24V , Pitch angle in degrees, Turbine status. The test dataset contains 1-hour long segments taken out of the original data, shuffled around and does not have the labels. Additionally the original date-time labels have been replaced by relative time (t=0 at the start of each segment). Each segment is labeled with unique id. The model performance on test data is used for create a leader board during the challenge. Further information is available upon request.