TITLE:
Cluster Analysis of Electrical Behavior
AUTHORS:
Lin Liu
KEYWORDS:
K-Means Clustering Analysis, Principle Component Analysis, The Power System
JOURNAL NAME:
Journal of Computer and Communications,
Vol.3 No.5,
May
25,
2015
ABSTRACT:
In this paper, we apply clustering analysis
of data mining into power system. We adapt K-means clustering algorithm to
analyze customer load, analyzing similar behavior between customer of
electricity, and we adapt principal component analysis to get the clustering
result visible, Simulation and analysis using matlab, and this well verify
cluster rationality. The conclusion of this paper can provide important basis
to the peak for the power system, stable operation the power system security.