• DocumentCode
    121538
  • Title

    Validation of the MERRA dataset for solar PV applications

  • Author

    Richardson, David B. ; Andrews, Robert W.

  • Author_Institution
    Univ. of Toronto, Toronto, ON, Canada
  • fYear
    2014
  • fDate
    8-13 June 2014
  • Abstract
    Accurate solar radiation data are necessary to model solar photovoltaic (PV) systems; unfortunately, ground-measured or satellite-derived data are not universally available. The MERRA reanalysis dataset offers hourly solar radiation data for the entire globe. The accuracy of the MERRA dataset has been evaluated using ground measurements of solar radiation, but it has never been evaluated for use as an input for PV modeling. This study uses measured solar radiation and PV production data to evaluate the suitability of the MERRA solar data for PV modeling. The results indicate that MERRA solar data produces slightly higher errors than ground-measured solar data, but overall the accuracy is suitable for most PV applications.
  • Keywords
    photovoltaic power systems; solar power stations; sunlight; MERRA solar data; PV modeling; PV production data; ground measurements; ground-measured solar data; satellite-derived data; solar PV; solar radiation; solar radiation data; Accuracy; Atmospheric modeling; Data models; Measurement uncertainty; Power measurement; Satellites; Solar radiation; Analytical models; PV Modeling; Photovoltaic Systems; Remote Sensing; Solar Energy;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Photovoltaic Specialist Conference (PVSC), 2014 IEEE 40th
  • Conference_Location
    Denver, CO
  • Type

    conf

  • DOI
    10.1109/PVSC.2014.6925039
  • Filename
    6925039