• DocumentCode
    1867202
  • Title

    Analysis of key performance parameter extraction from current voltage measurements of photovoltaic devices

  • Author

    Qasem, H. ; Betts, T.R. ; Sara, I.D. ; Bliss, M. ; Zhu, J. ; Gottschalg, R.

  • Author_Institution
    Dept. of Electron. & Electr. Eng., Loughborough Univ., Loughborough, UK
  • fYear
    2011
  • fDate
    19-24 June 2011
  • Abstract
    The accuracy of the characterisation of photovoltaic devices may be affected by the method of extraction of the performance parameters. This paper investigates potential uncertainties in extracted short circuit current (Isc), open circuit voltage (Voc) and maximum power (Pmpp) from current-voltage (I-V) data of a photovoltaic (PV) device. Different interpolation methods are compared. Linear interpolation, straight line regression and polynomial regression methods are compared in different scenarios in which the curve point density and point selection for extraction are varied. The comparison shows that regression approaches can produce more accurate results when appropriate curve point density and point selection are selected. When attempting to extract Isc. Voc and Pmpp from noisy or irregular I-V data, linear interpolation is less robust than regression because of the irregular point distribution on the I-V curve.
  • Keywords
    interpolation; photovoltaic cells; polynomials; regression analysis; short-circuit currents; solar cells; voltage measurement; current voltage measurements; current-voltage data; curve point density; linear interpolation; open circuit voltage; parameter extraction; photovoltaic devices; polynomial regression; short circuit current; straight line regression; Current measurement; Data mining; Fitting; Interpolation; Noise measurement; Polynomials; Voltage measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Photovoltaic Specialists Conference (PVSC), 2011 37th IEEE
  • Conference_Location
    Seattle, WA
  • ISSN
    0160-8371
  • Print_ISBN
    978-1-4244-9966-3
  • Type

    conf

  • DOI
    10.1109/PVSC.2011.6186410
  • Filename
    6186410