Lifecycle SCADA Records from 24 Heterogeneous Wind Turbines

Lifecycle SCADA records from 24 heterogeneous wind turbines for power forecasting. The dataset is hosted on Kaggle, but the author, organization, and specific temporal coverage are unknown.

Use Cases

• Forecasting power output based on SCADA sensor data.
• Analyzing turbine performance degradation over its lifecycle.
• Developing condition monitoring models for heterogeneous turbine fleets.

Strengths

• Data covers the full lifecycle of 24 turbines.
• Records are from heterogeneous turbines, suggesting potential for comparative analysis.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Last update date is unknown; freshness unverified.

Provenance

Source

Kaggle