/PVODataset

Primary LanguageJupyter NotebookMIT LicenseMIT

POVDataset

PVOD has total 271,968 records and is constructed from two data sources with a 15-min interval, namely, Numerical Weather Prediction (NWP) from meteorological service and Local Measurements Data (LMD) from PV power stations.

  • NWP includes 7 features, i.e., global irradiance, direct irradiance, temperature, humidity, wind speed, wind direction, and pressure.
  • Local Measurements Data includes 7 features, i.e., global irradiance, diffuse irradiance, temperature, pressure, wind direction, wind speed, and photovoltaic output records.

Requirements

numpy==1.18.4

pandas==1.1.3

pvlib==0.8.1

pysolar==0.9

pytz==2018.9

Citing

TBD

Getting support

If you have any questions relate to PVOD and code, please let us know.

Email: yaotiechui@gmail.com

License

MIT License.