大数据时代下基于ZigBee和数据挖掘技术的空调测控系统  

Air conditioning measurement and control system based on ZigBee and data mining technology in the era of big data

作　　者：赵馥琳 韩博 李绪泉[1] ZHAO Fu-lin;HAN Bo;LI Xu-quan(School of Environmental and Municipal Engineering,Qingdao University of Technology,Qingdao 266033,China)

机构地区：[1]青岛理工大学环境与市政工程学院,青岛266033

出　　处：《青岛理工大学学报》2018年第6期81-84,108,共5页Journal of Qingdao University of Technology

摘　　要：针对大型公共建筑热舒适度调控,提出一种以动态数据分析结果为控制目标,ZigBee技术为核心的空调测控系统,从而实现大型公共建筑热舒适度调控智能化.控制目标采用时空数据挖掘方法获得目标环境控制参数,环境参数采集及空气处理设备控制采用ZigBee无线传感网络进行实时采集和操控,在控制中心上位机中进行整合处理.通过上述测控模式,实现对环境热舒适度的实时控制.In view of the large public building thermal comfort control,this paper proposes an air conditioning control system using dynamic data analysis results as a control objective,and takes the ZigBee technology as the core so as to realize the intelligent regulation and control of thermal comfort in large public buildings.The control target takes use of the spatio-temporal data mining method to obtain environment control parameters.The collection of environmental parameters and the control of air handling equipment take ZigBee wireless sensor network for real-time acquisition and manipulation,and then integrated processing is carried out in the upper computer of the control center.Through the measurement and control model,the real-time control of environmental thermal comfort is taken.

关 键 词：空调测控系统 时空数据挖掘 ZIGBEE技术 热舒适 大型公共建筑 

分 类 号：TU831[建筑科学—供热、供燃气、通风及空调工程] TP391[自动化与计算机技术—计算机应用技术]