Automatic autonomous vision-based power line inspection: A review of current status and the potential role of deep learning

R Jenssen, D Roverso - International Journal of Electrical Power & …, 2018 - Elsevier
To maintain the reliability, availability, and sustainability of electricity supply, electricity
companies regularly perform visual inspections on their transmission and distribution …

Power transmission line inspection robots: A review, trends and challenges for future research

AB Alhassan, X Zhang, H Shen, H Xu - International Journal of Electrical …, 2020 - Elsevier
Routine inspection of a power transmission line (PTL) system for early fault detection and
maintenance is crucial for efficient transmission of electric power to consumers. Unlike the …

UAV-lidar aids automatic intelligent powerline inspection

H Guan, X Sun, Y Su, T Hu, H Wang, H Wang… - International Journal of …, 2021 - Elsevier
In recent decades, a substantial increase in electricity demand has put pressure on
powerline systems to ensure an uninterrupted power supply. In order to prevent power …

Power line-guided automatic electric transmission line inspection system

C Xu, Q Li, Q Zhou, S Zhang, D Yu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The existing unmanned aerial vehicle (UAV)-based electric transmission line inspection
systems generally adopt manual control and follow the predefined path, which reduces the …

Research on recognition method of electrical components based on YOLO V3

H Chen, Z He, B Shi, T Zhong - IEEE Access, 2019 - ieeexplore.ieee.org
The reliability of electrical components affects the stable operation of the power system.
Electrical components inspection has long been important issues in the intelligent power …

Research on recognition method of electrical components based on FEYOLOv4-tiny

J Gao, H Sun, J Han, Q Sun, T Zhong - Journal of Electrical Engineering & …, 2022 - Springer
Recently, electrical component recognition technology is of great significance for fault
identification and stable operation of the modern power grids. With the rapid improvement of …

Research of multi-rotor UAVs detailed autonomous inspection technology of transmission lines based on route planning

T He, Y Zeng, Z Hu - IEEE Access, 2019 - ieeexplore.ieee.org
With the rapid development of the economy, the scale of transmission networks has been
expanding, bring higher demands and challenges on transmission line operation and …

An automatic detection method of bird's nest on transmission line tower based on faster_RCNN

F Li, J Xin, T Chen, L Xin, Z Wei, Y Li, Y Zhang… - IEEE …, 2020 - ieeexplore.ieee.org
The bird's nest on the transmission line tower has a bad impact on the transmission
equipment, and even threaten the safe and stable operation of the power grid. In recent …

Perching and resting—A paradigm for UAV maneuvering with modularized landing gears

K Hang, X Lyu, H Song, JA Stork, AM Dollar… - Science Robotics, 2019 - science.org
Perching helps small unmanned aerial vehicles (UAVs) extend their time of operation by
saving battery power. However, most strategies for UAV perching require complex …

Multi-tour set traveling salesman problem in planning power transmission line inspection

F Nekovář, J Faigl, M Saska - IEEE Robotics and Automation …, 2021 - ieeexplore.ieee.org
This letter concerns optimal power transmission line inspection formulated as a proposed
generalization of the traveling salesman problem for a multi-route one-depot scenario. The …