摘要
随着通信基站用电量的不断增加,基站耗能的管控变得越来越重要,基于对公共建筑建立能耗标杆的方法的研究,进行方法引用从而建立通信基站能耗标杆。首先通过多元线性回归确立影响基站耗电量的重要影响因素;然后通过聚类算法将大量基站能耗数据分成8类,代表8种典型的基站能耗模式;最后通过分析能耗标杆得到通信基站的耗能特点及现行基站能耗管理的不足与建议。
With the increasing demand of power consumption in base station （BS）, the management of energy consumption becomes more important. The research method of energy consumption benchmark for public buildings was refened to establish BS benchmark. First, multiple linear regression was used to determine factors influencing BS power consumption. Then, by means of clustering algorithm, large amounts of power consumption data were classified into eight clusters which stand for eight typical types of power consumption modes. Finally, by analyzing energy consumption benchmark, the characteristics of BS power consumption were summarized, as well as the deficiencies of enerey consumption management and corresponding recommendations were presented.
出处
《移动通信》
2015年第18期92-96,共5页
Mobile Communications
关键词
能耗标杆
聚类分析
通信基站
energy consumption benchmark clustering analysis telecommunication base station
