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 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 …

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 …

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 …

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 …

Transmission line fault classification and location using multi-layer perceptron artificial neural network

AK Onaolapo, RP Carpanen… - IECON 2020 The 46th …, 2020 - ieeexplore.ieee.org
Most transmission lines are overhead, spanning possibly thousands of kilometers and are
exposed to different climatic conditions. and therefore prone to faults. This paper develops …

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 …

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 …

Classification of faults in a transmission line using artificial neural network

SK Padhy, BK Panigrahi, PK Ray… - 2018 International …, 2018 - ieeexplore.ieee.org
The electrical power transmitted from source to load through a large transmission and
distribution network as the conductors are uncovered, so there is a high chance of faults in …

An overview of transmission line protection by artificial neural network: fault detection, fault classification, fault location, and fault direction discrimination

A Yadav, Y Dash - Advances in Artificial Neural Systems, 2014 - Wiley Online Library
Contemporary power systems are associated with serious issues of faults on high voltage
transmission lines. Instant isolation of fault is necessary to maintain the system stability …