Combined fault location and classification for power transmission lines fault diagnosis with integrated feature extraction

YQ Chen, O Fink, G Sansavini - IEEE Transactions on Industrial …, 2017 - ieeexplore.ieee.org
Accurate and timely diagnosis of transmission line faults is key for reliable operations of
power systems. Existing fault-diagnosis methods rely on expert knowledge or extensive …

Quantum computing based hybrid deep learning for fault diagnosis in electrical power systems

A Ajagekar, F You - Applied Energy, 2021 - Elsevier
Quantum computing (QC) and deep learning have shown promise of supporting
transformative advances and have recently gained popularity in a wide range of areas. This …

Paraconsistent analysis network for uncertainties treatment in electric power system fault section estimation

JC Ribeiro, G Cardoso Jr, VB Silva, AL Oliveira… - International Journal of …, 2022 - Elsevier
This study proposes a nonclassical contemporary logic to treat uncertainties in fault section
estimation (FSE) in an electric power system (EPS). The innovation of this method is to …

A hierarchical event detection method based on spectral theory of multidimensional matrix for power system

D Ma, X Hu, H Zhang, Q Sun… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This paper investigates the situation awareness issue of power system with massive
measured data. To address this issue, first, a graph-theory-based network partitioning …

A fuzzy Petri net based approach for fault diagnosis in power systems considering temporal constraints

Y Zhang, Y Zhang, F Wen, CY Chung, CL Tseng… - International Journal of …, 2016 - Elsevier
The fuzzy Petri net is a promising and efficient approach that can tackle the complexities of
power system fault diagnosis. In this work, the temporal constraint between event …

An analytic model for fault diagnosis in power systems utilizing redundancy and temporal information of alarm messages

Y Zhang, CY Chung, F Wen… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
In modern transmission systems, duplicated protections are widely employed to enhance
reliability, and global positioning system (GPS) substation clocks are set up to deliver a …

A genetic-algorithm support vector machine and DS evidence theory based fault diagnostic model for transmission line

X Wu, D Wang, W Cao, M Ding - IEEE Transactions on Power …, 2019 - ieeexplore.ieee.org
In order to accurately and effectively diagnose the transmission line faults of the power
system, a genetic-algorithm support vector machine and the DS evidence theory based fault …

A binary coded brain storm optimization for fault section diagnosis of power systems

G Xiong, D Shi, J Zhang, Y Zhang - Electric Power Systems Research, 2018 - Elsevier
Fault section diagnosis (FSD) of power systems plays an important role in power system
operation. In order to quickly and accurately diagnose the fault section or sections after the …

Review on Fault Detection and Classification in Transmission Line using Machine Learning Methods

K Nandhini, CA Prajith - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Fast and precise fault categorization, location estimate, and fault detection are crucial
because persistent faults can interrupt the power supply. The power outage zone will extend …

Application of synchronised phasor measurements to wide‐area fault diagnosis and location

A Salehi‐Dobakhshari… - … Transmission & Distribution, 2014 - Wiley Online Library
This study introduces a novel approach to power system fault diagnosis by synchronised
phasor measurements. Conventionally, faults are diagnosed through the status of protective …