Development and verification of heat load prediction model combining dynamic heat load simulation and machine learning

DOI

Bibliographic Information

Other Title
  • 動的熱負荷計算と機械学習を組み合わせた熱負荷予測モデルの開発及び精度検証

Description

<p>Air conditioning facilities tend to be designed excessively because of difficulties of estimating peak heat loads. Therefore, their energy efficiencies go down due to increase of low load operation. There is increasing need to use accurate heat load predictions for optimal designs. In this study, heat load prediction model combining dynamic heat load simulation and machine learning was developed and verified using data measured in an existing office building.</p>

Journal

Keywords

Details 詳細情報について

  • CRID
    1390852870557119232
  • NII Article ID
    130008111699
  • DOI
    10.18948/shasetaikai.2020.5.0_73
  • ISSN
    24242179
    18803806
  • Text Lang
    ja
  • Data Source
    • JaLC
    • CiNii Articles
  • Abstract License Flag
    Disallowed

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