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Monthly luminous efficacy models and illuminance prediction using ground measured and satellite data

机译:使用地面测量和卫星数据的每月发光功效模型和照度预测

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摘要

This paper presents the derivation of the simple monthly luminous efficacy models to be applicable in daylight design and practice. Illuminance and irradiance data from the CIE IDMP station in Bratislava and climatological data from the Slovak Hydrometeorological Institute as well as data obtained from the satellite representing the climate of Bratislava are used in this study. Three models of luminous efficacy based on statistical analyses are proposed. New models are compared with the Perez model and results are discussed. Finally the study is devoted to predict exterior illuminance using the proposed luminous efficacy models and derived from satellite irradiance data. The advantage of the presented approach is in application of irradiance data regularly measured on the ground and data from satellite images when no measured illuminance is available. After a simple calculation processing the results have shown good accuracy in terms of the RMSE and MBE when comparing the new model with the Perez model as reference.
机译:本文提出了适用于日光设计和实践的简单每月发光功效模型的推导。这项研究使用了布拉迪斯拉发CIE IDMP站的照度和辐照度数据以及斯洛伐克水文气象研究所的气候数据以及代表布拉迪斯拉发气候的卫星数据。提出了基于统计分析的三种发光效率模型。将新模型与Perez模型进行比较,并讨论了结果。最后,该研究致力于使用提出的发光功效模型并从卫星辐照度数据得出来预测外部照度。所提出的方法的优点是在没有可测照度的情况下应用在地面上定期测量的辐照度数据和来自卫星图像的数据。经过简单的计算处理后,将新模型与Perez模型进行比较时,结果在RMSE和MBE方面显示出良好的准确性。

著录项

  • 来源
    《Solar Energy》 |2018年第3期|95-108|共14页
  • 作者单位

    10 Sibirska, Trencin 91101, Slovakia;

    Kyoto Univ, Grad Sch Engn, Dept Architecture & Architectural Engn, Katsura Campus C1 Bldg, Kyoto 6158540, Japan;

    Slovak Acad Sci, Inst Construct & Architecture, 9 Dubravska Rd, Bratislava 84503, Slovakia;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);美国《生物学医学文摘》(MEDLINE);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Luminous efficacy; Illuminance; Irradiance; Satellite data; Remote sensing;

    机译:发光效率;照度;辐照度;卫星数据;遥感;
  • 入库时间 2022-08-18 00:22:48

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