DocumentCode :
2671972
Title :
ICA-Based Method for Power Quality Disturbance Analysis
Author :
Ferreira, Danton D. ; De Seixas, José M. ; Cerqueira, Augusto S.
Author_Institution :
Fed. Univ. of Lavras, Lavras, Brazil
fYear :
2009
fDate :
8-12 Nov. 2009
Firstpage :
1
Lastpage :
6
Abstract :
This paper presents a new methodology based on independent component analysis (ICA) for power quality disturbance analysis. The proposed methodology aims at analyzing power quality disturbances that appear as mixtures in the voltage signal. Such disturbances are commonly referred to as multiple disturbances. Results are obtained from both simulated and experimental data showing that disturbance classification higher than 97% can be achieved. The results are attractive for practical applications in power quality systems.
Keywords :
independent component analysis; power supply quality; ICA-based method; independent component analysis; power quality disturbance analysis; power quality systems; voltage signal; Harmonic distortion; Independent component analysis; Monitoring; Power quality; Power system analysis computing; Power system harmonics; Power system measurements; Power system transients; Voltage fluctuations; Voltage measurement; ICA; Multiple Disturbances; Power Quality;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent System Applications to Power Systems, 2009. ISAP '09. 15th International Conference on
Conference_Location :
Curitiba
Print_ISBN :
978-1-4244-5097-8
Type :
conf
DOI :
10.1109/ISAP.2009.5352915
Filename :
5352915
Link To Document :
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