• DocumentCode
    675760
  • Title

    Building Energy Use Prediction Using Time Series Analysis

  • Author

    Zhou Ruijin ; Pan Yiqun ; Huang Zhizhong ; Wang Qiujian

  • Author_Institution
    CISDI R&D Co., Ltd., Chongqing, China
  • fYear
    2013
  • fDate
    16-18 Dec. 2013
  • Firstpage
    309
  • Lastpage
    313
  • Abstract
    This paper proposes a data-driven modeling method for building energy consumption prediction and applies it to two actual commercial buildings. Time series analysis is adopted as a main methodology to produce the data-driven model based on monthly actual energy consumption data. The models can be used to predict building future energy consumption, after being modified and verified.
  • Keywords
    building management systems; energy consumption; energy management systems; power engineering computing; time series; building energy use prediction; building future energy consumption prediction; commercial buildings; data-driven modeling; monthly actual energy consumption data; time series analysis; Buildings; Electricity; Energy consumption; Equations; Mathematical model; Predictive models; Time series analysis; Combined Model; Energy Consumption Prediction; Time Series;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Service-Oriented Computing and Applications (SOCA), 2013 IEEE 6th International Conference on
  • Conference_Location
    Koloa, HI
  • Print_ISBN
    978-1-4799-2701-2
  • Type

    conf

  • DOI
    10.1109/SOCA.2013.14
  • Filename
    6717323