Machine learning applications in power system fault diagnosis: Research advancements and perspectives
Newer generation sources and loads are posing new challenges to the conventional power
system protection schemes. Adaptive and intelligent protection methodology, based on …
system protection schemes. Adaptive and intelligent protection methodology, based on …
A comparison framework for distribution system outage and fault location methods
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 …
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
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 …
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 …
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 …
networks. Before fault occurs, an intrinsic distance difference matrix (IDDM) is established …
D-PMU based applications for emerging active distribution systems: A review
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 …
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
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 …
effective solution. Therefore, due to the possible long distances between DC microgrids …
Fault diagnosis in low voltage smart distribution grids using gradient boosting trees
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 …
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
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 …
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 …
distribution networks with/without distributed generators. A new procedure to form an …