基于数据驱动的空调制冷机房在线优化控制研究  

Study on the Online Optimal Control of Air-conditioning and Refrigerating Stations Based on Data-driven

作　　者：文永全 王郁芊 陈晓[2] Wen Yongquan;Wang Yuqian;Chen Xiao(Xiangtan Planning and Architectural Design Institute Co.,Ltd,Xiangtan,411100;College of Building Engineering,Institute of Hunan Engineering,Xiangtan,411104)

机构地区：[1]湘潭市规划建筑设计院有限责任公司,湘潭411100 [2]湖南工程学院,湘潭411104

出　　处：《制冷与空调(四川)》2025年第1期103-107,共5页Refrigeration and Air Conditioning

摘　　要：建立了基于历史运行数据驱动的空调制冷机房的全局优化控制模型,以LabVIEW为平台开发了空调制冷机房在线优化控制系统,采用COM组件技术进行LabVIEW与MATLAB混合编程。在线优化控制系统根据实时采集的数据,调用MATLAB程序的COM组件计算得出优化变量的设定值,对机房的运行参数进行优化控制。搭建实验系统对在线优化控制系统的功能进行了验证。A global optimal control model for air-conditioning and refrigerating stations driven by historical operation data is established.An online optimal control system for air-conditioning and refrigerating stations is developed based on LabVIEW,in which the COM component technology is used for mixed programming of LabVIEW and MATLAB.According to the real-time data collected,the online optimal control system will utilize the com component of MATLAB program to calculate the set value of optimization variables,and will optimize the operation parameters of air-conditioning and refrigerating stations.An experimental system is built to verify the function of the online optimal control system.

关 键 词：数据驱动 空调制冷机房 优化控制模型 在线优化控制 

分 类 号：TU831[建筑科学—供热、供燃气、通风及空调工程]