Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
705913 | Electric Power Systems Research | 2008 | 7 Pages |
Abstract
In this paper, a novel SVM-based method for power quality event classification is proposed. A simple approach for feature extraction is introduced, based on the subtraction of the fundamental component from the acquired voltage signal. The resulting signal is presented to a support vector machine for event classification. Results from simulation are presented and compared with two other methods, the OTFR and the LCEC. The proposed method shown an improved performance followed by a reasonable computational cost.
Keywords
Related Topics
Physical Sciences and Engineering
Energy
Energy Engineering and Power Technology
Authors
Augusto Santiago Cerqueira, Danton Diego Ferreira, Moisés Vidal Ribeiro, Carlos Augusto Duque,