Application of machine learning methods in fault detection and classification of power transmission lines: a survey

FM Shakiba, SM Azizi, M Zhou, A Abusorrah - Artificial Intelligence Review, 2023 - Springer
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 …

Single-ended traveling wave fault location method in DC transmission line based on wave front information

C Zhang, G Song, T Wang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The result of single-ended traveling wave fault location method based on wavelet transform
will be affected by false wavelet transform modulus maxima (WTMM) points. In this paper …

[HTML][HTML] Active detection fault diagnosis and fault location technology for LVDC distribution networks

C Zhang, H Wang, Z Wang, Y Li - … Journal of Electrical Power & Energy …, 2023 - Elsevier
Under the rapid development of direct current (DC) transmission technology, the
interconnection between converter stations in the DC network has been further improved …

A single-ended fault location method for transmission line based on full waveform features extractions of traveling waves

F Deng, Y Zhong, Z Zeng, Y Zu, Z Zhang… - … on Power Delivery, 2023 - ieeexplore.ieee.org
Conventional single-ended traveling wave fault location methods, which commonly depend
on partial features of traveling wavefronts, may lead to fault location failure, especially for …

Fault location of the renewable energy sources connected distribution networks based on time differences of the modal traveling waves

X Ren, Y Pan, M Hou, R Liang, L Su, Q Wang… - IEEE …, 2023 - ieeexplore.ieee.org
The topology of the distribution network and direction of the power flow will change when
distributed generators (DGs) are connected to it, making it difficult to locate faults using …

A new robust approach for fault location in transmission lines using single channel independent component analysis

GT de Alencar, RC dos Santos, A Neves - Electric Power Systems …, 2023 - Elsevier
Reliable fault location schemes for Transmission Lines (TLs) are essential to ensure
appropriate actions to keep the service continuity. In this sense, several fault location …

[HTML][HTML] Identification of overhead line fault traveling wave and interference clutter based on convolution neural network and random forest fusion

X Tian, Z Liu, J Liu, J Shan, J Song, H Shu - Energy Reports, 2023 - Elsevier
High-speed traveling wave acquisition devices often use a mutation start algorithm with a
low threshold value, which can collect a large number of interference clutters. If the devices …

A novel traveling wave fault location method for transmission network based on time linear dependence

K Yu, J Zeng, X Zeng, F Liu, Y Zu, Q Yu… - International Journal of …, 2021 - Elsevier
Transmission network faults may not be located accurately in some abnormal conditions,
such as traveling wave location device faults, startup failure and time recording error. In …

Two-terminal traveling wave fault location approach based on frequency dependent electrical parameters of HVAC cable transmission lines

W **, D Wang, H Gao, F Peng, Y Guo, M Gao… - Electric Power Systems …, 2024 - Elsevier
With the expansion of high-voltage alternating current transmission networks, the widely
used two-terminal traveling wave method faces several challenges in cable fault location …

An underestimated cybersecurity problem: quick-impact time synchronization attacks and a fast-triggered detection method

W Gao, H Li, M Zhong, M Lu - IEEE Transactions on Smart Grid, 2023 - ieeexplore.ieee.org
For cybersecurity concerns in smart girds, this paper has focused on the vulnerability
analysis and defense technique against the Time Synchronization Attack (TSA). This kind of …