Machine learning applications in power system fault diagnosis: Research advancements and perspectives

R Vaish, UD Dwivedi, S Tewari, SM Tripathi - Engineering Applications of …, 2021 - Elsevier
Newer generation sources and loads are posing new challenges to the conventional power
system protection schemes. Adaptive and intelligent protection methodology, based on …

Fault location and detection techniques in power distribution systems with distributed generation: A review

SS Gururajapathy, H Mokhlis, HA Illias - Renewable and sustainable …, 2017 - Elsevier
Distribution systems are continuously exposed to fault occurrences due to various reasons,
such as lightning strike, failure of power system components due to aging of equipment and …

Transmission line faults in power system and the different algorithms for identification, classification and localization: a brief review of methods

A Mukherjee, PK Kundu, A Das - Journal of The Institution of Engineers …, 2021 - Springer
Transmission lines are one of the most widely distributed engineering systems meant for
transmitting bulk amount of power from one corner of a country to the farthest most in the …

Fault location in loop distribution network using SVM technology

X Deng, R Yuan, Z **ao, T Li, KLL Wang - International Journal of Electrical …, 2015 - Elsevier
The purpose of this paper is to provide a hierarchical and active fault location method in
neutral point non-effectively grounded loop distribution network. It analyzes the distribution …

Power transmission line fault detection and diagnosis based on artificial intelligence approach and its development in uav: A review

SY Wong, CWC Choe, HH Goh, YW Low… - Arabian Journal for …, 2021 - Springer
This paper provides a systematic, comprehensive, up-to-date study of the various artificial
intelligence (AI) techniques on the detection and classification of faults on power …

[HTML][HTML] A review on fault classification methodologies in power transmission systems: Part-II

A Prasad, JB Edward, K Ravi - Journal of Electrical Systems and …, 2018 - Elsevier
The countless extent of power systems and applications requires the improvement in
suitable techniques for the fault classification in power transmission systems, to increase the …

Fault Identification, Classification, and Location on Transmission Lines Using Combined Machine Learning Methods.

NN Bon - … Journal of Engineering & Technology Innovation, 2022 - search.ebscohost.com
This study develops a hybrid method to identify, classify, and locate electrical faults on
transmission lines based on Machine Learning (ML) methods. Firstly, Wavelet Transform …

Advanced techniques for fault detection and classification in electrical power transmission systems: An overview

RA Tîrnovan, M Cristea - 2019 8th International Conference on …, 2019 - ieeexplore.ieee.org
One of the consequences of the power systems complexity increasing consists in the rise of
probability of system fault occurrence. A rapid restoration of power system enhances the …

An application of a discrete wavelet transform and a back-propagation neural network algorithm for fault diagnosis on single-circuit transmission line

A Ngaopitakkul, S Bunjongjit - International Journal of Systems …, 2013 - Taylor & Francis
This article proposes an application of the discrete wavelet transform (DWT) and back-
propagation neural networks (BPNN) for fault diagnosis on single-circuit transmission line …

[HTML][HTML] Fault classification and localization in power systems using fault signatures and principal components analysis

QH Alsafasfeh, I Abdel-Qader, AM Harb - 2012 - scirp.org
A vital attribute of electrical power network is the continuity of service with a high level of
reliability. This motivated many researchers to investigate power systems in an effort to …