Distribution Grids Fault Location employing ST based Optimized Machine Learning Approach

Precise information of fault location plays a vital role in expediting the restoration process, after being subjected to any kind of fault in power distribution grids. This paper proposed the Stockwell transform (ST) based optimized machine learning approach, to locate the faults and to identify the...

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Bibliographic Details

Published in:	Energies
Main Authors:	Md Shafiullah, M. A. Abido, Taher Abdel-Fattah
Format:	Article
Language:	English
Published:	MDPI AG 2018-09-01
Subjects:	distribution grid extreme learning machine fault location feature extraction multilayer perceptron neural network s-transform support vector machine
Online Access:	http://www.mdpi.com/1996-1073/11/9/2328