Dataset for Evaluating the Impact of Wildfire Smoke on Solar Photovoltaic Production

Description

This dataset was used to support machine learning model development for wildfire impacts on utility-scale solar in the United States. The dataset includes information regarding energy generation, PM2.5, clearness index, temperature, wind speed, precipitation, and site size.

Resources

Name Format Description Link
53 Dataset on wildfire impacts on utility-scale solar in the United States, version 1. (Deprecated). This dataset contained an error in the ‘date’ field that stemmed from how the file was prepared. Only the ‘date’ field was affected by the error. Please use the most recent, corrected version. https://data.openei.org/files/5862/wildfire_pv_data.xlsx
0 This paper was written using the anonymized data provided in this submission. The paper quantifies the impacts to solar PV energy generation due to wildfire events. https://doi.org/10.1016/j.apenergy.2023.121303
53 Dataset on wildfire impacts on utility-scale solar in the United States, version 2 (corrected). This version corrects an error in the date field of the previous version and is the most up-to-date version of the data. https://data.openei.org/files/5862/wildfire_pv_data_v2.xlsx

Tags

  • processed-data
  • pv
  • wildfire-risk
  • solar-energy
  • solar-photovoltaic
  • raw-data
  • pm2-5
  • energy
  • excel

Topics

Categories