Combining Multiple Artificial Neural Networks Using Random Committee to Decide upon Electrical Disturbance Classification

An ANN-based automatic classifier for power system disturbance waveforms was developed. Actual voltage waveforms were applied in the training process. Signals were processed in two steps: i) decomposition through wavelet transformation up to the 5th decomposition level; ii) the resultant wavelet coe...

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Bibliographische Detailangaben

Hauptverfasser:	Lira, Milde M. S., de Aquino, Ronaldo R. B., Ferreira, Aida A., Carvalho, Manoel A., Neto, Otoni Nobrega, Santos, Gabriela S. M.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Artificial neural networks Inspection Monitoring Power system analysis computing Power system modeling Principal component analysis Signal analysis Time frequency analysis Voltage Wavelet coefficients
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