Online Detection of Faults in Transmission Lines

A Reda, I Al Kurdi, Z Noun, A Koubyssi… - 2021 IEEE 3rd …, 2021 - ieeexplore.ieee.org
Power transmission lines are the heart of electric power system. They are exposed to
several types of faults affecting the user's services, so it is very important to protect the power …

An intelligent approach of fault classification and localization of a power transmission line

SR Fahim, Y Sarker, OK Islam… - … on Power, Electrical …, 2019 - ieeexplore.ieee.org
This paper depicts an approach with an artificial neural network (ANN) for classification and
localization of faults on the power transmission line. A huge number of transmission and …

Fault detection and classification in power transmission lines using back propagation neural networks

ON Teja, MS Ramakrishna… - … on Smart Electronics …, 2020 - ieeexplore.ieee.org
Generally, overhead power transmission system is a set of conductors used to transfer
power from generation station to consumer side. Since the conductors are left uncovered …

Fault detection in electrical power transmission system using artificial neural network

BK Sahoo, S Pradhan, BK Panigrahi… - … intelligence for smart …, 2020 - ieeexplore.ieee.org
Since the number of transmission line is increasing day by day to meet the increasing load
demand; occurrence of faults is also increasing. For clearance of faults their detection has to …

Artificial neural network based fault classification and location for transmission lines

A Elnozahy, K Sayed… - 2019 IEEE Conference on …, 2019 - ieeexplore.ieee.org
Due to various faults occur to transmission lines and because it was necessary to find and
recover these faults quickly as possible. This paper discussing fault detection, classification …

Detection, classification and zone location of fault in transmission line using artificial neural network

R Resmi, V Vanitha, E Aravind… - 2019 IEEE …, 2019 - ieeexplore.ieee.org
Faults in transmission lines have several adverse impacts on the overall health of the power
system. Circuit breakers and relays help in isolating the fault and protecting the entire …

Artificial neural network based fault location on 230 kv transmission line using voltage and current signals

M Coban, SS Tezcan - 2020 4th International Symposium on …, 2020 - ieeexplore.ieee.org
In this study, an alternative approach based on artificial neural network (ANN) is presented
in order to determine the location of short circuit faults that may occur in a 230 kV 100 km …

A new fault location identification method for transmission line using machine learning algorithm

J Che, J Park, G Park, T Park - … on Smart Grid and Smart Cities …, 2019 - ieeexplore.ieee.org
Conventionally, the fault types and locations in a power grid are detected based on the
voltage and current wave forms. Fault types and locations varies slightly depending on the …

ANN based fault detection & classification in power system transmission line

MR Bishal, S Ahmed, NM Molla… - … on Science & …, 2021 - ieeexplore.ieee.org
The development of an artificial neural network to analyze power system faults is currently
under way. However, the produced system is unsatisfactory because it is prone to failure …

Fault Classification and Location in Three-Phase Transmission Lines Using Wavelet-based Machine Learning

CKY Zerahny, LK Yun, WJK Raymond… - 2020 8th International …, 2021 - ieeexplore.ieee.org
A long transmission line was simulated to collect fault data from one end of the line, which
makes it a cost-efficient approach. Using Discrete Wavelet Transform (DWT), the essential …