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Application of machine learning methods in fault detection and classification of power transmission lines: a survey
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 …
techniques to prevent undesired interruptions and expenses. One of the most important part …
Fault detection, classification and location for transmission lines and distribution systems: a review on the methods
A comprehensive review on the methods used for fault detection, classification and location
in transmission lines and distribution systems is presented in this study. Though the three …
in transmission lines and distribution systems is presented in this study. Though the three …
[HTML][HTML] Real-time sensing and fault diagnosis for transmission lines
Protection of high voltage transmission lines is one of the crucial problems in the power
system engineering. Accurate and timely detection and identification of transmission line …
system engineering. Accurate and timely detection and identification of transmission line …
Self attention convolutional neural network with time series imaging based feature extraction for transmission line fault detection and classification
This paper introduces a novel self-attention convolutional neural network (SAT-CNN) model
for detection and classification (FDC) of transmission line faults. The transmission lines …
for detection and classification (FDC) of transmission line faults. The transmission lines …
Line-to-line fault detection for photovoltaic arrays based on multiresolution signal decomposition and two-stage support vector machine
Fault detection in photovoltaic (PV) arrays becomes difficult as the number of PV panels
increases. Particularly, under low irradiance conditions with an active maximum power point …
increases. Particularly, under low irradiance conditions with an active maximum power point …
Optimally detecting and classifying the transmission line fault in power system using hybrid technique
In this paper, a hybrid system is proposed to predict and classifies the power system
transmission line faults. The proposed technique is the consolidation of both the truncated …
transmission line faults. The proposed technique is the consolidation of both the truncated …
An intelligent fault detection and classification technique based on variational mode decomposition-CNN for transmission lines installed with UPFC and wind farm
The output voltage and current signals of grid-connected doubly-fed induction generator
(DFIG)-based wind turbine generators (WTGs) are significantly modulated during grid …
(DFIG)-based wind turbine generators (WTGs) are significantly modulated during grid …
Mathematical morphology-based feature-extraction technique for detection and classification of faults on power transmission line
The permanency of highly-reliable power supply is a core trait of an electric power
transmission network. A transmission line is the main part of this network through which …
transmission network. A transmission line is the main part of this network through which …
[HTML][HTML] A review of fault diagnosing methods in power transmission systems
Transient stability is important in power systems. Disturbances like faults need to be
segregated to restore transient stability. A comprehensive review of fault diagnosing …
segregated to restore transient stability. A comprehensive review of fault diagnosing …
Challenges and opportunities of FACTS devices interacting with electric vehicles in distribution networks: A technological review
Electric vehicles have many opportunities to participate in auxiliary operations as research
interest in renewables and green energy sources grows. This paper discusses novel energy …
interest in renewables and green energy sources grows. This paper discusses novel energy …