OpenOA is an open source software project started at the National Renewable Energy Laboratory (NREL) to standardize, streamline, and improve data analysis workflows in the wind energy industry.
- Provide a reference implementation
- Develop and improve standards for
- Data
- Methods
- Metrics
- Status Codes
- Failures
- Performance
- AEP
- Benchmarking
- Preconstruction EYA
- Operations
- Performance Changes
- Gap Analysis
- Evaluate / Diagnosis
- Sub-optimal Operation
- Performance Improvements
- Plant vs Turbine
- Anomaly Detection
- Lost Energy Estimates
- Portfolio Analysis
- Reliability
- Fault Prediction
- Anomaly detection
- Data Standardization
- Digital Exchange File Format
- OpenOA Data Model
- ML Methods
- Uncertainty Quantification
- Scalability and Speed
- Parallel + Distributed computing
- Portability
- Packaging and ease of software installation
- Unit testing
- Reproducibility