Wind Farm SCADA Data from Alpine Mountainous Terrain

SCADA data captures operational parameters from a wind farm located in an alpine mountainous region. The dataset covers a full year of measurements, compiled by author Chang Xie and published on figshare in April 2026. It is available in Python and Excel formats under a CC-BY-4.0 license.

Use Cases

• Predict wind turbine power output using SCADA features like wind speed and nacelle position.
• Analyze seasonal performance variations across a full year of operational data.
• Model component failure or maintenance needs from time-series sensor readings.
• Correlate turbine efficiency with mountainous terrain effects using location-specific data.

Strengths

• Contains a full year of continuous SCADA data for temporal analysis.
• Data originates from an alpine mountainous wind farm, a specific and relevant environment for energy studies.
• Published under a permissive CC-BY-4.0 license for wide reuse.

Limitations

• The dataset is relatively small at 50.5 MB, limiting the complexity of models it can support.
• Specific column names, row counts, and sensor types are not documented, complicating immediate analysis.
• Geographic coverage is limited to a single, specific alpine wind farm location.

Provenance

Source

Chang Xie via figshare.

Collection Method

Collected via the wind farm's SCADA (Supervisory Control and Data Acquisition) system.

Time Range

One year (specific years not stated).

Freshness

Last updated in April 2026, indicating recent publication.

Geography

An alpine mountainous wind farm (specific location not stated).