Data-based Analysis of Office Building Energy Consumption for the Wind Tunnel Center

カテゴリ: 部門大会

論文No: OS3-6

グループ名: 【C】平成23年電気学会電子・情報・システム部門大会講演論文集

発行日: 2011/09/07

タイトル(英語): Data-based Analysis of Office Building Energy Consumption for the Wind Tunnel Center

著者名: Xingyu Ma(Tongji University),Dandan Liu(Tongji University),Qijun Chen(Tongji University)

著者名(英語): Xingyu Ma(Tongji University),Dandan Liu(Tongji University),Qijun Chen(Tongji University)

キーワード: electricity energy consumption|outlier detection|classification

要約(日本語): Electricity energy consumption of the office area in wind tunnel center has been analyzed. In this part of investigation, lighting, air-conditioner and socket mainly constitute the total energy consumption of office area. Based on the data collected, research is made to seek the underlying causes of the regular pattern and the unusual observations, which may be referred to as outliers. Also some estimation is made accordingly. Classification and outlier detection methodologies like regression and decision tree are used here. Some relation between the electricity consumption and the environmental changes or human behavior is established. Thus the energy conservation potential will be analyzed and further energy-saving measures can be proposed.

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