OpenOA
maintainence/11-2021-fixing-docs

Contents:

  • Install
    • Requirements
    • Installation
      • Common Installation Issues:
    • Development
      • Example Notebooks and Data
      • Testing
      • Documentation
    • Contributors
  • Examples
    • Use ENGIE’s open data set
      • Import the data
      • Range filter
      • Window range filter
      • Bin filter
        • Unresponsive Filter
    • Quality Check Diagnostic Work
      • Step 1: Load in Data
        • Convert Date_time to a datetime object
      • Step 2: Initializing QC and Performing the Run Method
      • Step 3: Deep Dive with QC Diagnostic Results
        • Perform a general scan of the distributions for each numeric variable
        • Check ranges of each variable
        • Identify any timestamp duplications and timestamp gaps.
        • Check the DST plot to look in more detail
      • Inspect the turbine power curves
      • Step 4: Performing adjustments on our data
    • First step in gap analysis is to determine the AEP based on operational data.
      • Step 1: Import plant data into notebook
      • Step 2: Review the data
      • Step 3: Process the data into monthly averages and sums
      • Step 4: Review reanalysis data
      • Step 5: Review energy and loss data
      • Step 6: Specify availabilty and curtailment data not represenative of actual plant performance
      • Step 7: Select reanalysis products to use
      • Step 8: Set up Monte Carlo inputs
      • Step 9: Run the OA code
      • Step 10: Post-analysis visualization
    • Example operational analysis using the augmented capabilities of the AEP class
      • Comparison 1: AEP calculation using different regression models and different time resolution
      • Comparison 2: AEP calculation using various input variables
    • The next step in the gap analysis is to calculate the Turbine Ideal Energy (TIE) for the wind farm based on SCADA data
      • TIE calculation without uncertainty quantification
      • TIE calculation including uncertainty quantification
    • The next step in the gap analysis is to estimate electrical losses from the wind farm.
      • Electrical loss estimation without uncertainty quantification
      • Electrical loss estimation including uncertainty quantification
    • Perform energy yield assessment (EYA)-operational assessment (OA) gap analysis
      • Calculate AEP, TIE, and electrical losses from operational data
      • Summarize operational results and create EYA data for comparison
      • Perform gap analysis
  • Toolkits
    • Filters
    • Power Curve
    • Imputing
    • Timeseries
    • Met Data Processing
    • Metadata Fetch
    • Unit Conversion
    • Plotting
  • Analysis Methods
    • Plant Level Analysis
    • Turbine Level Analysis
    • Electrical Losses Analysis
  • Project Data
    • Schemas
      • Operational Data
      • Reanalysis Products
    • PlantData
    • AssetData
    • ReanalysisData
  • Contributing
    • Issue Tracking
    • Repository
    • Pull Request
    • Coding Style
    • Documentation Style
    • Testing
    • Deploying a Package to PyPi
  • Credit
OpenOA
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