solar-data-tools

Tools for performing common tasks on solar PV data signals. These tasks include finding clear days in a data set, common data transforms, and fixing time stamp issues. These tools are designed to be automatic and require little if any input from the user. Libraries are included to help with data IO and plotting as well.

There is close integration between this repository and the Statistical Clear Sky repository, which provides a “clear sky model” of system output, given only measured power as an input.

See notebooks folder for examples.

Contents

• Setup
  • Recommended: Set up conda environment with provided .yml file
  • Installing this project as PIP package
    • Solvers
  • Installing this project as Anaconda package
    • Solvers
  • Using this project by cloning this GIT repository
• Usage
  • Clear Day Detection
  • Time Shift Detection and Fixing
• solardatatools
  • solardatatools package
    • Subpackages
      • solardatatools.algorithms package
    • Submodules
    • solardatatools.circular_statistics module
    • solardatatools.clear_day_detection module
    • solardatatools.clear_time_labeling module
    • solardatatools.data_filling module
    • solardatatools.data_handler module
    • solardatatools.data_quality module
    • solardatatools.dataio module
    • solardatatools.daytime module
    • solardatatools.matrix_embedding module
    • solardatatools.plotting module
    • solardatatools.sensor_identification module
    • solardatatools.soiling module
    • solardatatools.solar_noon module
    • solardatatools.sunrise_sunset module
    • solardatatools.time_axis_manipulation module
    • solardatatools.utilities module
    • Module contents
• Versioning
• Authors
• License

Indices and tables

• Index
• Search Page