A fundamental study of spectrum center estimation of solar spectral irradiation by statistical pattern recognition

Aya Iijima, Kazumi Suzuki, Shinji Wakao, Norihiro Kawasaki, Akira Usami

Research output: Contribution to journalArticlepeer-review

1 Citation (Scopus)

Abstract

Against a background of environmental problems and energy issues, it is expected that PV systems will be introduced rapidly and connected with power grids on a large scale in the future. For this reason, concerns about how PV power generation will affect supply and demand adjustment in electric power in the future arise, and the technique of correctly grasping PV power generation becomes increasingly important. PV power generation depends on solar irradiance, module temperature, and solar spectral irradiance. Solar spectral irradiance is the distribution of the light intensity for every wavelength. As the spectral sensitivity of solar cells depends on the kind of solar cell, it becomes important for an exact grasp of PV power generation. But the preparation of solar spectral irradiance data is not easy because observational instruments for solar spectral irradiance are expensive. Against this background, in this paper, we propose a new method based on statistical pattern recognition for estimating the spectrum center, which is a representative index of solar spectral irradiance. Some numerical examples obtained by the proposed method are also presented.

Original languageEnglish
Pages (from-to)10-18
Number of pages9
JournalElectrical Engineering in Japan (English translation of Denki Gakkai Ronbunshi)
Volume184
Issue number1
DOIs
Publication statusPublished - 2013 Jul 15

Keywords

  • solar spectral irradiation
  • spectrum center
  • statistical pattern recognition

ASJC Scopus subject areas

  • Energy Engineering and Power Technology
  • Electrical and Electronic Engineering

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