Exploiting principal curves for power quality monitoring

被引：16

作者：

Ferreira, Danton D. ^{[1
]}

de Seixas, Jose M. ^{[2
]}

Cerqueira, Augusto S. ^{[3
]}

Duque, Carlos A. ^{[3
]}

机构：

[1] Univ Fed Lavras, Minas Gerais, MG, Brazil

[2] Univ Fed Rio de Janeiro, COPPE Poli, Rio De Janeiro, RJ, Brazil

[3] Univ Fed Juiz de Fora, Juiz De Fora, MG, Brazil

来源：

ELECTRIC POWER SYSTEMS RESEARCH | 2013年 / 100卷

关键词：

Principal curves; Disturbances; Electric power quality; CLASSIFICATION; ALGORITHM;

D O I：

10.1016/j.epsr.2013.02.006

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

This work exploits principal curves for power quality monitoring. The goal of the paper is to investigate how principal curves can be applied to the power quality monitoring problem in terms of event analysis, detection and classification. It is shown that this technique is an efficient tool for feature extraction, for power quality disturbance representation and, therefore, analysis. Successful applications on disturbance detection and classification using simulated and experimental data are presented. (C) 2013 Elsevier B.V. All rights reserved.

引用

页码：1 / 6

页数：6

共 18 条

[1]

[Anonymous], 1973, Pattern Classification and Scene Analysis

[2] Power quality following deregulation [J].