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 …

A comparison framework for distribution system outage and fault location methods

A Bahmanyar, S Jamali, A Estebsari… - Electric Power Systems …, 2017 - Elsevier
Finding the location of faults in distribution networks has been a long standing problem for
utility operators, and an interesting subject for researchers as well. In recent years …

Locating the source of events in power distribution systems using micro-PMU data

M Farajollahi, A Shahsavari, EM Stewart… - … on Power Systems, 2018 - ieeexplore.ieee.org
A novel method is proposed to locate the source of events in power distribution systems by
using distribution-level phasor measurement units, aka, micro-PMUs. An event in this paper …

Fault location in ungrounded photovoltaic system using wavelets and ANN

IM Karmacharya, R Gokaraju - IEEE Transactions on Power …, 2017 - ieeexplore.ieee.org
Identifying ground faults is a significant problem in ungrounded photovoltaic (PV) systems
because such earth faults do not provide sufficient fault currents for their detection and …

A traveling wave-based fault location method employing VMD-TEO for distribution network

L Xie, L Luo, Y Li, Y Zhang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In this paper, a traveling wave based fault location method is proposed for distribution
networks. Before fault occurs, an intrinsic distance difference matrix (IDDM) is established …

D-PMU based applications for emerging active distribution systems: A review

Y Liu, L Wu, J Li - Electric Power Systems Research, 2020 - Elsevier
In recent years, the design of low-cost distribution phasor measurement units (D-PMU)
together with the development of relevant applications for emerging active distribution …

[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 …

Fault diagnosis in low voltage smart distribution grids using gradient boosting trees

N Sapountzoglou, J Lago, B Raison - Electric Power Systems Research, 2020 - Elsevier
In this paper, a gradient boosting tree model is proposed to detect, identify and localize
single-phase-to-ground and three-phase faults in low voltage (LV) smart distribution grids …

Toward intelligent industrial informatics: A review of current developments and future directions of artificial intelligence in industrial applications

D De Silva, S Sierla, D Alahakoon… - IEEE Industrial …, 2020 - ieeexplore.ieee.org
Research, the universal pursuit of new knowledge, is embarking on a fresh journey into
artificial intelligence (AI). ature reports that AI arose nine places to the fourth-most popular …

A new fault location technique in smart distribution networks using synchronized/nonsynchronized measurements

M Majidi, M Etezadi-Amoli - IEEE Transactions on Power …, 2017 - ieeexplore.ieee.org
This paper proposes a new impedance-based technique to locate all fault types in
distribution networks with/without distributed generators. A new procedure to form an …