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 …
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 …
A novel protection scheme for multi-terminal transmission lines based on wavelet transform
AR Adly, SHEA Aleem, MA Algabalawy… - Electric Power Systems …, 2020 - Elsevier
Identification of the fault section and fault phase selection are considered the main tasks of a
multi-terminal transmission line protection scheme. The current study classifies the methods …
multi-terminal transmission line protection scheme. The current study classifies the methods …
PSD based high impedance fault detection and classification in distribution system
S Roy, S Debnath - Measurement, 2021 - Elsevier
The recent progress in the area of signal processing has led to the development of
intelligent schemes for fault classification and faulty phase selection in distribution system …
intelligent schemes for fault classification and faulty phase selection in distribution system …
An alternate method to detect and classify the transmission line faults using Clarke's transformed currents
R Velpula, M Nagarajan, R Pitchaimuthu - Electric Power Systems …, 2024 - Elsevier
The transmission line is an essential and long element that plays a vital role in the operation
of an electric power system. Quick and accurate fault detection along with classification …
of an electric power system. Quick and accurate fault detection along with classification …
Hilbert‐Huang transform based fault identification and classification technique for AC power transmission line protection
A Anand, S Affijulla - International Transactions on Electrical …, 2020 - Wiley Online Library
In the modern power system, the fault identification and classification is one of the
challenging tasks during high fault impedance due to low change in the magnitude of fault …
challenging tasks during high fault impedance due to low change in the magnitude of fault …
[HTML][HTML] Support vector machine for fast fault detection and classification in modern power systems using quarter cycle data
This work proposes a support vector machine (SVM) based fault detection and classification
method for a transmission system. The novelty of this work is that the time and frequency …
method for a transmission system. The novelty of this work is that the time and frequency …
[HTML][HTML] Wavelet multiscale principal components and traveling waves enabled machine learning technique for protection of MT-HVDC systems
The interconnection of renewable energy sources to conventional power grids is widely
recognized and promoted by the deployment of high voltage direct current (HVDC) …
recognized and promoted by the deployment of high voltage direct current (HVDC) …
Faults detection, location, and classification of the elements in the power system using intelligent algorithm
This study proposes an intelligent protection relay design that uses artificial neural networks
to secure electrical parts in power infrastructure from different faults. Electrical transformer …
to secure electrical parts in power infrastructure from different faults. Electrical transformer …
Taylor–Fourier filter-bank implemented with O-splines for the detection and classification of faults
D Guillen, JA de la O Serna… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
The article proposes a new method based on a Taylor-Fourier filter-bank implemented with
O-splines for the detection and classification of faults. This method defines a multiresolution …
O-splines for the detection and classification of faults. This method defines a multiresolution …