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作者:

Ji, Y. (Ji, Y..) | Xu, P. (Xu, P..) | Chen, J. Y. (Chen, J. Y..)

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摘要:

Building energy efficiency is an important section of energy conservation, while the premise of mining energy-saving potential is clearly obtain the specific energy consumption of each building service system. So electricity sub-metering was widely implemented in China in recent years. Main building energy systems and high-power electrical equipment all can be metered directly except the HVAC terminal units (like fan coils and air handing units), because they are always mixed with lighting system caused by existing electricity circuit design. It is an obstacle to get detailed and systematic sub-metering data. Therefore, an indirect calculation algorithm is necessary. Considering the fact that the amount of historical sub-metering data is huge, the algorithm should be calculated fast and ensure a certain degree of accuracy. And given the variety of building types, it is better that the algorithm also has classification function. To solve above problem, an automatic HVAC terminals energy use calculation method is proposed in this paper. The core algorithm of this method is classification and regression tree (CART). In this research, the establishment of CART model is achieved and the selection of input variables is discussed. Finally, this method is demonstrated and validated in an actual building located in Shanghai.

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作者机构:

  • [ 1 ] [Ji, Y.]Beijing Univ Technol, Beijing Key Lab Green Built Environm & Energy Eff, Beijing 100124, Peoples R China
  • [ 2 ] [Ji, Y.]Beijing Univ Technol, Coll Architecture & Civil Engn, Beijing 100124, Peoples R China
  • [ 3 ] [Xu, P.]Tongji Univ, Sch Mech Engn, Shanghai 201804, Peoples R China
  • [ 4 ] [Chen, J. Y.]City Univ Hong Kong, Dept Architecture & Civil Engn, Hong Kong, Peoples R China

通讯作者信息:

  • [Ji, Y.]Beijing Univ Technol, Beijing Key Lab Green Built Environm & Energy Eff, Beijing 100124, Peoples R China;;[Ji, Y.]Beijing Univ Technol, Coll Architecture & Civil Engn, Beijing 100124, Peoples R China

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来源 :

4TH ASIA CONFERENCE OF INTERNATIONAL BUILDING PERFORMANCE SIMULATION ASSOCIATION

ISSN: 1755-1307

年份: 2019

卷: 238

语种: 英文

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SCOPUS被引频次: 2

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