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 …

Transmission line faults in power system and the different algorithms for identification, classification and localization: a brief review of methods

A Mukherjee, PK Kundu, A Das - Journal of The Institution of Engineers …, 2021 - Springer
Transmission lines are one of the most widely distributed engineering systems meant for
transmitting bulk amount of power from one corner of a country to the farthest most in the …

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 …

A deep learning based intelligent approach in detection and classification of transmission line faults

SR Fahim, SK Sarker, SM Muyeen, SK Das… - International Journal of …, 2021 - Elsevier
Detection and classification of transmission line (TL) faults are key factors for the fault root
cause analysis and rapid restoration of the power network. Deep learning can extract …

Fault detection and identification method for quadcopter based on airframe vibration signals

X Zhang, Z Zhao, Z Wang, X Wang - Sensors, 2021 - mdpi.com
Quadcopters are widely used in a variety of military and civilian mission scenarios. Real-
time online detection of the abnormal state of the quadcopter is vital to the safety of aircraft …

Intelligent diagnosis of incipient fault in power distribution lines based on corona detection in UV-visible videos

N Davari, G Akbarizadeh… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
As one of the non-contact methods for incipient fault diagnosis of power distribution lines,
UV-Visible imaging has become popular due to its good performance and robustness …

[HTML][HTML] Fast and accurate fault detection and classification in transmission lines using extreme learning machine

MOF Goni, M Nahiduzzaman, MS Anower… - e-Prime-Advances in …, 2023 - Elsevier
To provide stability and a continuous supply of power, the detection and classification of
faults in the transmission lines (TLs) are crucial in this modern age. It is required to remove a …

[HTML][HTML] A comprehensive literature review of conventional and modern islanding detection methods

NA Larik, MF Tahir, ZMS Elbarbary, MZ Yousaf… - Energy Strategy …, 2022 - Elsevier
Abstract Distributed Energy Resources (DER) offer significant advantages by means of
raising reliability of distribution system, providing clean source of electricity and reduction in …

Fault detection through discrete wavelet transform in overhead power transmission lines

N Ahmed, AA Hashmani, S Khokhar… - Energy Science & …, 2023 - Wiley Online Library
Transmission lines are a very important and vulnerable part of the power system. Power
supply to the consumers depends on the fault‐free status of transmission lines. If the normal …

[HTML][HTML] Simulation-driven deep learning for locating faulty insulators in a power line

B Gjorgiev, L Das, S Merkel, M Rohrer, E Auger… - Reliability Engineering & …, 2023 - Elsevier
Overhead power transmission lines are repeatedly subject to environmental fluctuations that
affect their insulation. Weakened insulation allows leakage current to increase over time …