居民用户用电的聚类分析

Clustering Analysis of Residential Electricity Utilization

认为新一轮的用电增长引发的问题和矛盾严重威胁到电力系统的安全运营。电力部门必须加强对于用电情况的分析和预测,妥善地规划电力系统的建设和发展。居民用户是用电群体中最具代表性和规律性的一类,针对这些问题和矛盾,提出了对居民用电情况进行分析。而在分析过程中,采用了聚类算法。实验结果表明居民用户用电存在明细的规律,并总结出了规律性的结论。

With the further development of the reforms and open policy, the national economy, science and technology have been improved remarkably. However, the electricity consumption increase leads to a series of contradictions and problems, and poses threat to the safe operation of power syste. In order to cope with these problems and contradictions, the electricity sector must strengthen the analysis and forecasting of electricity, make the proper planning for the construction and development of power system. Because residential utilization is the most representative and regular part of electricity consumption, this paper mainly analyzes residential e- lectricity, mainly by means of cluster algorithm. The results show that resident users consume electricity in detailed rules, and the regularity of the rules is summarized and the conclusions are drawn in this paper.