Title :
A method for PQ multiple disturbance decomposition based on digital filtering and Independent Component Analysis
Author :
Lima, M.A.A. ; Coury, D.V. ; Cerqueira, A.S.
Author_Institution :
Dept. of Electr. Eng. at Eng., Univ. of Sao Paulo, Sao Carlos, Brazil
Abstract :
This paper proposes a method for Power Quality disturbance analysis based on Independent Component Analysis. This method aims to decompose power system signals (voltage or current) into their isolated disturbances when a multiple disturbance situation occurs, providing more specific information about the different disturbances which occur simultaneously. As the Independent Component Analysis is originally a technique applied to Multivariate Data Analysis, this work proposes a methodology for its application when only a single measured signal is available. The performance of the technique is evaluated using synthetic, as well as actual power system signals.
Keywords :
digital filters; independent component analysis; power filters; power supply quality; power system faults; PQ multiple disturbance decomposition; digital filtering; independent component analysis; multiple disturbance situation; multivariate data analysis; power quality disturbance; power system signals; Delay; Estimation; Harmonic analysis; Least squares approximation; Monitoring; Power system harmonics; Digital Filters; Independent Component Analysis; Multiple Disturbance; Power Quality;
Conference_Titel :
Power and Energy Society General Meeting, 2012 IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4673-2727-5
Electronic_ISBN :
1944-9925
DOI :
10.1109/PESGM.2012.6345300