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 …

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 …

Enhancing Fault Identification in Modern Day Transmission Lines through Neural Network Approach

R Kumhar, S Roy, U Kumar, A Sarkar… - 2023 7th International …, 2023 - ieeexplore.ieee.org
Fault detection is a critical component of keeping electric power transmission networks
reliable and efficient. This study focuses on the critical problem of defect detection and …

Fault detection method using ANN for power transmission line

NAM Leh, FM Zain, Z Muhammad… - 2020 10th IEEE …, 2020 - ieeexplore.ieee.org
Electric power transmission line is an important medium to supply the electric power
continuously. However, the exposed environment of transmission line leads to the presence …

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 …

Artificial neural network based fault detection system for 11 kv transmission line

A Pandey, PS Gadekar… - … Conference on Advances …, 2021 - ieeexplore.ieee.org
In this paper, a fault identification system based on the artificial neural network is proposed.
An 11 KV transmission line model is developed in MATLAB simulink model. The faults under …

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 …

Deep Learning based Fault Detection in Power Transmission Lines

TS Kumar, RS Meena, PK Mani… - 2022 4th …, 2022 - ieeexplore.ieee.org
The transmission line is crucial in the electrical system. Transmission lines allow energy to
be transmitted As the world's demand for power has grown considerably in recent years …

Fault classification of high voltage transmission line based on convolutional neural network

W Ye, S Jian, R Ou, S Huang, X Gong… - 2020 10th …, 2020 - ieeexplore.ieee.org
With the development of big data and deep learning algorithms, conventional fault analysis
and diagnosis methods is gradually replaced by data-driven methods. When applying data …