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VII Brazilian Symposium on Neural Networks (SBRN'02)
A New Technique Based on Genetic Algorithms for Tracking of Power System Harmonics
Pernambuco, Brazil
November 11-November 14
ISBN: 0-7695-1709-9
Renata A. Macêdo, University of S?o Paulo
Donato da Silva, University of S?o Paulo
Denis V. Coury, University of S?o Paulo
Andre C.P.L.F. de Carvalho, Institute of Mathematics Sciences and Computer
Voltage and current waveforms of a distribution or a transmission system are not pure sinusoids. There are distortions in these waveforms that consist of a combination of the fundamental frequency, harmonics and high frequency transients. This work presents an approach of a harmonic identification method for distorted waveforms in Electric Power Systems. The proposed method is based on a Genetic Algorithm, which is a technique for optimization inspired by genetics and natural evolution. The proposed algorithm was tested with simulated data. The effect of the size of the initial population, the crossover rate and the mutation rate were studied. The results demonstrate that the method presented is precise if compared with the traditional Fourier Transform.
Citation:
Renata A. Macêdo, Donato da Silva, Denis V. Coury, Andre C.P.L.F. de Carvalho, "A New Technique Based on Genetic Algorithms for Tracking of Power System Harmonics," sbrn, pp.7, VII Brazilian Symposium on Neural Networks (SBRN'02), 2002
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