[PDF][PDF] 深度学习目标检测算法在架空输电线路绝缘子缺陷检测中的应用研究综述

刘开培, 李博强, 秦亮, 李强, 赵峰, 王秋琳… - 高电压 …, 2023 - cired2022shanghai.org.cn
传统架空输电线路绝缘子缺陷检测一般通过人工巡检方式进行. 架空输电线路的数量增长使巡检
规模更加庞大, 巡检环境更加复杂, 放大了传统绝缘子缺陷检测方法人力成本高 …

An ultrasmall bolt defect detection method for transmission line inspection

P Luo, B Wang, H Wang, F Ma, H Ma… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Bolt defect inspection is an important work in transmission line inspection. Due to the small
size of bolts in the transmission line inspection images, existing algorithms are difficult to …

A self-adjusting transformer network for detecting transmission line defects

W Li, Q Tong, J Gu, J Li, W Sun, Q Li - Neural Computing and Applications, 2024 - Springer
To address the limitations of traditional defect detection methods for power transmission
lines, this paper proposes an intelligent defect recognition method based on self-adjusting …

[PDF][PDF] 面向电力系统现场作业的安全风险管控智能检测算法

何敏, 秦亮, 赵峰, 余金沄, 刘浩锋, 王秋琳… - 高电压 …, 2023 - cired2022shanghai.org.cn
针对电力现场作业下的安全管控存在场景复杂, 目标多样且部分遮挡而导致智能安全监测困难的
问题, 提出一种基于YOLOv7-Tiny 的改进算法. 首先, 搭建了YOLOv7-Tiny 检测网络 …

An effective method for sensing power safety distance based on monocular vision depth estimation

L Wang, B Wang, S Wang, F Ma, X Dong… - … on Electrical Energy …, 2023 - Wiley Online Library
As an important index of risk protection, the safety distance is crucial to ensure the safe and
stable operation of the power system and the safety of personnel's life. Traditional …

Insulator defect detection based on improved Yolov5s

D Wei, B Hu, C Shan, H Liu - Frontiers in Earth Science, 2024 - frontiersin.org
The stable operation of a power supply system is inseparable from the work of detecting
defects in transmission lines. However, the insulator defect detection model based on deep …

[HTML][HTML] Research on edge detection model of insulators and defects based on improved YOLOv4-tiny

B Li, L Qin, F Zhao, H Liu, J Yu, M He, J Wang, K Liu - Machines, 2023 - mdpi.com
Edge computing can avoid the long-distance transmission of massive data and problems
with large-scale centralized processing. Hence, defect identification for insulators with object …

[HTML][HTML] Detection Method of External Damage Hazards in Transmission Line Corridors Based on YOLO-LSDW

H Zou, J Yang, J Sun, C Yang, Y Luo, J Chen - Energies, 2024 - mdpi.com
To address the frequent external damage incidents to transmission line corridors caused by
construction machinery such as excavators and cranes, this paper constructs a dataset of …

A bolt defect detection method for transmission lines based on improved YOLOv5

H Zou, J Sun, Z Ye, J Yang, C Yang, F Li… - Frontiers in Energy …, 2024 - frontiersin.org
To solve the problem of bolt defects in unmanned aerial vehicle inspection that are difficult to
identify quickly and accurately, this paper proposes a defect detection method based on the …

An efficient YOLO v3-based method for the detection of transmission line defects

C Xu, M Xin, Y Wang, J Gao - Frontiers in Energy Research, 2023 - frontiersin.org
The UAV inspection method is gradually becoming popular in transmission line inspection,
but it is inefficient only through real-time manual observation. Algorithms are available to …