Measuring Method for Solar Irradiance at Multi-points with Different Color Based on Image Analysis

Kento Kawakami, Akiko Takahashi, Jun Imai, Shigeyuki Funabiki

研究成果

抄録

In recent years, the introduction of PV (photovoltaic generation) systems has been rapidly expanding to realize a sustainable society. In order to deal with the deterioration of power quality that could occur when a large amount of PV systems is installed, it is necessary to predict the PV power based on the solar irradiance and to select and install system stabilizing devices. Therefore, measuring methods for the solar irradiance by image analysis have been proposed. This paper proposes a measuring method for the solar irradiance at multi-points with different color based image analysis. The proposed method creates estimation models at only an arbitrary point. Then, color values at other points to be measured are extracted and correction values are calculated. By applying correction values to existing estimation models, the solar irradiance at multi-points are measured. The proposed method measured the solar irradiance at the light blue roof, the orange roof and the PV panel points in the image from Nov. 1, 2014 to Nov. 30, 2014. As a result, mean absolute errors between measured values of solar irradiance using a pyranometer and the proposed method at these points were 0.093 kW/m2, 0.093 kW/m2, 0.086 kW/m2, respectively. These were decreased by 58%, 51%, and 45% compared those with using the estimation models without applying correction values, respectively.

本文言語English
ホスト出版物のタイトル2018 IEEE Energy Conversion Congress and Exposition, ECCE 2018
出版社Institute of Electrical and Electronics Engineers Inc.
ページ2543-2548
ページ数6
ISBN(電子版)9781479973118
DOI
出版ステータスPublished - 12月 3 2018
イベント10th Annual IEEE Energy Conversion Congress and Exposition, ECCE 2018 - Portland
継続期間: 9月 23 20189月 27 2018

出版物シリーズ

名前2018 IEEE Energy Conversion Congress and Exposition, ECCE 2018

Other

Other10th Annual IEEE Energy Conversion Congress and Exposition, ECCE 2018
国/地域United States
CityPortland
Period9/23/189/27/18

ASJC Scopus subject areas

  • エネルギー工学および電力技術
  • 再生可能エネルギー、持続可能性、環境
  • 制御と最適化
  • コンピュータ ネットワークおよび通信
  • ハードウェアとアーキテクチャ
  • 情報システムおよび情報管理

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