Wavelet Transform and ANNs for Detection and Classification of Power Signal Disturbances

This article proposes WT (Wavelet Transform) and an ANN (Artificial Neural Network) based approach for detection and classification of EPQDs (Electrical Power Quality Disturbances). A modified WT known as ST (Stockwell Transform) is suggested for feature extraction and PNN (Probabilistic Neural N...

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Bibliographic Details
Main Authors: Aslam Pervez Memon, Mohammad Aslam Uqaili, Zubair Ahmed Memon
Format: Article
Language:English
Published: Mehran University of Engineering and Technology 2012-10-01
Series:Mehran University Research Journal of Engineering and Technology
Subjects:
Online Access:http://publications.muet.edu.pk/research_papers/pdf/pdf709.pdf