A review on state-of-the-art power line inspection techniques

L Yang, J Fan, Y Liu, E Li, J Peng… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the fast development of smart grid, the power line mileage and power equipments get
rapid growth. The contradiction between the large number of maintenance equipments and …

A survey of intelligent transmission line inspection based on unmanned aerial vehicle

Y Luo, X Yu, D Yang, B Zhou - Artificial Intelligence Review, 2023 - Springer
With the development of the new generation of information technology, artificial intelligence,
cloud computing and big data are gradually becoming powerful engines of the smart grid. In …

[HTML][HTML] Development of power transmission line detection technology based on unmanned aerial vehicle image vision

B Xu, Y Zhao, T Wang, Q Chen - SN Applied Sciences, 2023 - Springer
The unmanned aerial vehicle (UAV) technology provides a new option for power
transmission line inspection. The cost of the UAV detection process is relatively low, and it is …

PLE-Net: Automatic power line extraction method using deep learning from aerial images

L Yang, J Fan, B Huo, E Li, Y Liu - Expert Systems with Applications, 2022 - Elsevier
Automatic power line extraction is a crucial task for the safe navigation of inspection robots.
Nevertheless, power lines are always against complicated natural backgrounds which bring …

[HTML][HTML] A method combining line detection and semantic segmentation for power line extraction from unmanned aerial vehicle images

W Zhao, Q Dong, Z Zuo - Remote Sensing, 2022 - mdpi.com
Power line extraction is the basic task of power line inspection with unmanned aerial vehicle
(UAV) images. However, due to the complex backgrounds and limited characteristics, power …

DRA-Net: A dual-branch residual attention network for pixelwise power line detection

L Yang, S Kong, J Deng, H Li… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The accurate extraction of transmission lines from unmanned aerial vehicle (UAV) aerial
photography is a necessary but challenging task for intelligent power inspection due to …

[HTML][HTML] A lightweight aerial power line segmentation algorithm based on attention mechanism

G Han, M Zhang, Q Li, X Liu, T Li, L Zhao, K Liu, L Qin - Machines, 2022 - mdpi.com
Power line segmentation is very important to ensure the safe and stable operation of
unmanned aerial vehicles in intelligent power line inspection. Although the power line …

[HTML][HTML] Proposal for the integration of the assessment and management of electrical risk from overhead power lines in BIM for road projects

D Collado-Mariscal, JP Cortés-Pérez… - International journal of …, 2022 - mdpi.com
Electrical risk has a particular impact within the construction sector. This leads to the
development of regulations to mitigate it, but correct application of regulations is impossible …

MAF-Net: A multi-attention fusion network for power transmission line extraction from aerial images

S Kong, L Yang, H Huang, Y Liu - Expert Systems with Applications, 2024 - Elsevier
Automatic extraction of power transmission lines from remote sensing images is important
for intelligent power inspection. However, this task faces many challenges, such as complex …

Intrusion detection of foreign objects in high-voltage lines based on YOLOv4

Y Song, Z Zhou, Q Li, Y Chen, P Xiang… - 2021 6th …, 2021 - ieeexplore.ieee.org
As an important part of the intelligent inspection system of the power grid, the foreign object
detection on the transmission line is of great significance to the safe and reliable operation …