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基于时间序列分析模型的建筑能耗两级预测关系研究 被引量:3

The study has been supported by the National Key R&D Program of China
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摘要 随着建筑智能化技术的普及,建筑能耗监测数据也更加精细。本文基于时间序列分析方法建立建筑能耗预测模型,得到商业建筑逐时能耗的预测结果,通过协调模型对变压器与支路的两级预测结果进行校正,探究其关系来帮助实现更精准的预测。 With the development of building intelligent technology,the data of building energy consumption monitoring becomes more precise and plentiful.In this paper,building energy consumption prediction model is established based on the time series analysis method,and monthly energy consumption prediction results of commercial buildings are obtained.The two-grade prediction results of transformer and branch are corrected through the coordination model,and the relationship between them is explored to make results more accurate.
作者 欧阳前武 符亚磊 任中俊 Ouyang Qianwu;Fu Yalei;Ren Zhongjun(Shenzhen CNSECOMTech,Co.,Ltd.,Shenzhen,518000,Guangdong)
出处 《建设科技》 2019年第14期53-56,共4页 Construction Science and Technology
基金 国家重点研发计划项目“基于全过程的大数据绿色建筑管理技术研究与示范”(项目编号:2017YFC0704200)资助
关键词 时间序列分析 负荷预测 ARIMA 两级关系 协调模型 time series analysis power predict ARIMA relationship of two-grade coordination model
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  • 1MAMLOOK R,BADRAN O,ABCLULHADI E.A fuzzy in-ference model for short term load forecasting[J].Energy Pol-icy,2009,37(4):1239-1248.
  • 2LIU Xiao-juan,BAI En-jian,FANG Jian-an,et al.Time-varisant slide fuzzy time-series method for short-term loadforecasting[J].2010 IEEE ICIS(intelligent computing andintelligent systems),2010(1):65-68.

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