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Application and Research of Systematic Cluster in IED Switch Online Condition Monitoring

Authors :
Hu Chen
Shu Feng Tan
Kai Ma
Shan Qiang Feng
Xu Jiang
Chun Chao Hu
Source :
Applied Mechanics and Materials. :2041-2047
Publication Year :
2014
Publisher :
Trans Tech Publications, Ltd., 2014.

Abstract

This paper investigates the application of systematic cluster, one of the cluster analysis methods, in the IED switch online condition monitoring. So far, problems still exsit in the IED switch online condition monitoring based on the control system of smart substation. In order to figure out a relatively stable online model and make classification from the online information of IED switch, this paper firstly fliters and preprocesses the online condition information of IED switch, and uses data matrix to describe the online condition of IED switch. Based on this, the paper inroduces a special dissimilarity degree formula to transfer the data matrix into dissimilarity degree matrix, and conducts analysis with clustering pedigree chart out of systematic cluster algorithm. Finally, the paper verifies the feasibility of systematic cluster in the IED switch online condition monitoring.

Details

ISSN :
16627482
Database :
OpenAIRE
Journal :
Applied Mechanics and Materials
Accession number :
edsair.doi...........91c750e09908f6aece68fd552014d756
Full Text :
https://doi.org/10.4028/www.scientific.net/amm.672-674.2041