[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 …

A fast and accurate method of power line intelligent inspection based on edge computing

M Liu, Z Li, Y Li, Y Liu - IEEE Transactions on Instrumentation …, 2022 - ieeexplore.ieee.org
The combination of power intelligent inspection and edge computing plays a crucial role in
the construction of power Internet of Things and transparent power grid. However, as a …

Multi-objects recognition and self-explosion defect detection method for insulators based on lightweight GhostNet-YOLOV4 model deployed onboard UAV

S Zhang, C Qu, C Ru, X Wang, Z Li - IEEE Access, 2023 - ieeexplore.ieee.org
In order to meet the application requirements on unmanned aerial vehicle (UAV) for daily
inspection of insulators in overhead grid transmission lines, a lightweight GhostNet-YOLOV4 …

轻量化特征融合的CenterNet 输电线路绝缘子自爆缺陷检测

苟军年, 杜愫愫, 王世铎, 张昕悦 - 北京航空航天大学学报, 2022 - bhxb.buaa.edu.cn
输电线路智能化巡检是新一代电力系统建设的必然要求. 当前, 基于深度学习的检测模型由于
参数量过大, 使得利用无人机(UAV) 进行边缘部署较困难. 为使无人机可搭载轻量级模型实现 …

Research on detection of transmission line corridor external force object containing random feature targets

H Zou, Z Ye, J Sun, J Chen, Q Yang… - Frontiers in Energy …, 2024 - frontiersin.org
With the objective of achieving “double carbon,” the power grid is placing greater importance
on the security of transmission lines. The transmission line corridor has complex situations …

Reliable monitoring and prediction method for transmission lines based on FBG and LSTM

R Zhou, Z Zhang, H Zhang, S Cai, W Zhang… - Advanced Engineering …, 2024 - Elsevier
Transmission lines are susceptible to extreme weather conditions, and severe icing
disasters can lead to incidents such as line breakage and collapse. Traditional monitoring …

[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 …

[PDF][PDF] 基于视觉的输电线路金具锈蚀缺陷检测方法研究进展

刘传洋, 吴一全, 刘景景 - 仪器仪表学报, 2024 - emt.cnjournals.com
输电线路金具的表面锈蚀作为常见的缺陷类型, 是危害输电线路安全运行的重要隐患之一,
如何快速, 准确地发现锈蚀的金具设备并进行修复是线路巡检运维工作亟待解决的问题 …

Real‐time defect detection method based on YOLO‐GSS at the edge end of a transmission line

C Hou, ZL Li, XL Shen, GC Li - IET Image Processing, 2024 - Wiley Online Library
Combining edge devices with intelligent inspection for transmission lines can fulfill the
demand for real‐time defect detection in the field. However, there has been limited research …

[PDF][PDF] 基于旋转圆柱三电极阵列的覆冰测量方法

蒋兴良, 周文轩, 董莉娜, 郑华龙… - 电工技术学报, 2024 - dgjsxb.ces-transaction.com
摘要覆冰严重会影响电网安全稳定运行, 输配电装备的覆冰监测是电网冰灾防御的前提. 为此,
基于冰层的电容效应提出一种旋转圆柱三电极阵列覆冰测量方法. 首先, 推导电容值与覆冰厚度 …