Hybrid modeling with physical and JIT model for building thermal load prediction and optimal energy saving control

Yutaka Iino*, Masahiko Murai, Dai Murayama, Ichiro Motoyama, Satoshi Kuzusaka, Kenji Ueta

*この研究の対応する著者

研究成果: Conference contribution

6 被引用数 (Scopus)

抄録

Energy conservation in building fields is one of the key issues in environmental point of view as well as that of industrial, transportation and residential fields. The half of the total energy consumption in a building is occupied by HVAC (Heating, Ventilating and Air Conditioning) systems. In order to realize energy conservation of HVAC system, this paper focuses on its operation optimizations, and a hybrid modeling technique with physical and Just-in-Time (JIT) model is introduced for building thermal load prediction. The load prediction is necessary to optimize operation of HVAC system in real-time. The proposed method is evaluated with real operation data of an existing building, and the improvement of load prediction performance is illustrated.

本文言語English
ホスト出版物のタイトルICCAS-SICE 2009 - ICROS-SICE International Joint Conference 2009, Proceedings
ページ2008-2011
ページ数4
出版ステータスPublished - 2009 12 1
外部発表はい
イベントICROS-SICE International Joint Conference 2009, ICCAS-SICE 2009 - Fukuoka, Japan
継続期間: 2009 8 182009 8 21

出版物シリーズ

名前ICCAS-SICE 2009 - ICROS-SICE International Joint Conference 2009, Proceedings

Other

OtherICROS-SICE International Joint Conference 2009, ICCAS-SICE 2009
国/地域Japan
CityFukuoka
Period09/8/1809/8/21

ASJC Scopus subject areas

  • 情報システム
  • 制御およびシステム工学
  • 産業および生産工学

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