基于数据挖掘的公共建筑能耗监管平台数据处理方法  

Data processing method for public building energy consumption monitoring systems based on data mining

作　　者：杨石[1,2] 罗淑湘[1] 杜明[1] 顾中煊[1] 吴蕾[1] 钟衍[1] 李先庭[2] 李德英[3] 张海[2] 

机构地区：[1]北京建筑技术发展有限责任公司 [2]清华大学 [3]北京建筑大学

出　　处：《暖通空调》2015年第2期82-86,共5页Heating Ventilating & Air Conditioning

基　　金："十二五"国家科技支撑计划项目(编号:2013BAJ15B02-2)

摘　　要：提出了一种基于数据挖掘技术的建筑能耗监管平台数据处理方法,该方法综合考虑了气象条件、建筑运行、人的用能行为等因素对建筑和设备用能的影响。这种数据处理方法不但可以对问题数据分类识别和补充,还可以为公共建筑能耗监管平台实现数据质量评估、能耗预估、异常报警、故障排查建议等延伸功能。通过案例验证了该方法的有效性。Puts forward a date processing method for building energy consumption monitoring systems based on data mining.Synthetically considers the impact of meteorological conditions,building operation, energy-use behaviour of human,etc on the energy of buildings and equipment in the method.The method is not only used to sort,recognize and replenish problem data,but also used to realize extending function, like data quality assessment,energy estimation,abnormity warning,troubleshooting advice,etc for public building energy consumption monitoring system.With a case,verifies the method.

关 键 词：建筑能耗 能耗监管平台 数据挖掘 数据处理 方法 

分 类 号：TU111.195[建筑科学—建筑理论]