基于运行节能影响因素的多联式空调用户聚类分析研究  

Research on Cluster Analysis of Multi-Connected Air Conditioning Users Based on Influencing Factors of Energy Saving

作　　者：金国华 陈宗衍 

机构地区：[1]珠海格力电器股份有限公司,珠海519000

出　　处：《日用电器》2023年第7期33-39,共7页ELECTRICAL APPLIANCES

摘　　要：空调运行节能受空调所处气候环境和实际使用过程中的运行特性影响。本文基于某公司的大数据监控平台,以商用多联式空调为研究对象,采用数据挖掘统计方法在全面系统分析空调运行节能影响因素的基础上,从气候环境、空调使用特性的角度综合考虑,分两级聚类分析。在大数据空调样本中拆分出了十五类空调用户群体,每一个类型都有各自的使用习惯和用能特点,反映出不同用户对空调需求的差异。在此分类基础上给出空调选型、空调使用、空调设计等建议,可有效挖掘空调产品使用节能潜力,降低使用过程中的运行能耗。The climatic environment and the actual characteristics of air conditioning use affect the operation energy saving of air conditioning.In this study,Based on a company’s large data monitoring platform,this paper takes commercial multi-connected air conditioning as the research object,uses two-level Clustering Method,combines the air conditioning’s climatic environment,usage characteristics energy-saving factors,and classifies the group of air conditioning users.15 user groups of air conditioning were divided up in the big data air conditioning sample.Each group has its own use habits and energy characteristics.For the classified users,guide the air conditioning selection,air conditioning use,air conditioning design,etc.respectively,to tap the potential of energy-saving use of air conditioning products.

关 键 词：多联式空调 运行节能 聚类分析 

分 类 号：TU831.4[建筑科学—供热、供燃气、通风及空调工程]