Victor Garrido Arévalo, Jorge Luis Diaz R., Aldo Pardo Garcia, "Analysis of the Power Quality Using Intelligent Techniques," WSEAS Transactions on Power Systems, vol. 10, pp. 13-19, 2015, DOI:
Victor Garrido Arévalo, Jorge Luis Diaz R., Aldo Pardo Garcia. Analysis of the Power Quality Using Intelligent Techniques.
WSEAS Transactions on Power Systems. 2015;10:13-19.
WSEAS Transactions on Power Systems
Print ISSN: 1790-5060, E-ISSN: 2224-350X
Volume 10, 2015
Analysis of the Power Quality Using Intelligent Techniques
Authors: , ,
Abstract: In this work, the mathematical modelling and simulation of some of the phenomena that affect the power quality is presented, Discrete Wavelet Transform is applied to obtain characteristic patterns of each signal. With these patterns several intelligent classifiers (neural networks and support vector machine) are trained and determine which of these they have better results in terms of predicting the class to which belongs each of said patterns. Knowing the energy distributions of the coefficients of detail, a general power quality index is formulated and compared with the existing ones.
Keywords:
Power Quality, Harmonics, Sag, Swell, Flicker, Wavelet, Neural Networks, Support Vector Machine
Pages: 13-19 WSEAS Transactions on Power Systems, ISSN / E-ISSN: 1790-5060 / 2224-350X, Volume 10, 2015, Art. #2 DOI: *As the DOI is a unique identifier, it is already available in the pdf version.
**The DOI link will be activated in the first midst of January 2026.
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