Application of machine learning methods in fault detection and classification of power transmission lines: a survey

FM Shakiba, SM Azizi, M Zhou, A Abusorrah - Artificial Intelligence Review, 2023 - Springer
The rising development of power systems and smart grids calls for advanced fault diagnosis
techniques to prevent undesired interruptions and expenses. One of the most important part …

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 …

[HTML][HTML] Locating high-impedance faults in DC microgrid clusters using support vector machines

N Bayati, E Balouji, HR Baghaee, A Hajizadeh… - Applied Energy, 2022 - Elsevier
With the increasing number of DC microgrids, DC microgrid clusters are emerging as a cost-
effective solution. Therefore, due to the possible long distances between DC microgrids …

A survey of traveling wave protection schemes in electric power systems

F Wilches-Bernal, A Bidram, MJ Reno… - IEEE …, 2021 - ieeexplore.ieee.org
As a result of the increase in penetration of inverter-based generation such as wind and
solar, the dynamics of the grid are being modified. These modifications may threaten the …

A new protection scheme for PV-wind based DC-ring microgrid by using modified multifractal detrended fluctuation analysis

K Anjaiah, PK Dash, M Sahani - Protection and Control of …, 2022 - ieeexplore.ieee.org
This paper presents fault detection, classification, and location for a PV-Wind-based DC ring
microgrid in the MATLABI/SIMULINK platform. Initially, DC fault signals are collected from …

Wigner distribution function and alienation coefficient‐based transmission line protection scheme

SR Ola, A Saraswat, SK Goyal… - IET Generation …, 2020 - Wiley Online Library
This study presents an algorithm for detection, classification, and location of transmission
line faults. A fault index based on features extracted from current signals using the alienation …

Fault detection through discrete wavelet transform in overhead power transmission lines

N Ahmed, AA Hashmani, S Khokhar… - Energy Science & …, 2023 - Wiley Online Library
Transmission lines are a very important and vulnerable part of the power system. Power
supply to the consumers depends on the fault‐free status of transmission lines. If the normal …

Single-phase ground fault location method for distribution network based on traveling wave time-frequency characteristics

Z Jianwen, H Hui, G Yu, H Yongping, G Shuping… - Electric Power Systems …, 2020 - Elsevier
The traditional traveling wave fault location methods only consider the information about
time domain or frequency domain characteristics, so it is difficult to ensure the location …

Detection of faults and DG islanding in PV-Wind DC ring bus microgrid by using optimized VMD based improved broad learning system

K Anjaiah, PK Dash, M Sahani - ISA transactions, 2022 - Elsevier
This paper presents a novel approach for the detection and classification of photovoltaic with
wind based DC ring bus microgrid DC faults and DG (distributed generation) islanding …

Accuracy analysis using the EMD and VMD for two-terminal transmission line fault location based on traveling wave theory

AP Oliveira, FA Moreira, AF Picanço - Electric Power Systems Research, 2023 - Elsevier
This paper presents an accuracy analysis from the application of techniques for the
extraction of characteristic data from current and voltage signals in transmission line fault …