Summary of insulator defect detection based on deep learning

J Liu, MM Hu, JY Dong, X Lu - Electric Power Systems Research, 2023 - Elsevier
Insulator is a kind of key electrical equipment in transmission line. Its long-term operation in
strong electric field, high temperature sunshine, mechanical stress, humidity, dirt and other …

Object detection in power line infrastructure: A review of the challenges and solutions

P Sharma, S Saurav, S Singh - Engineering Applications of Artificial …, 2024 - Elsevier
Lack of proper maintenance of power line infrastructures is one of the main reasons behind
power shortages and major blackouts. Current inspection methods are human-dependent …

An method for power lines insulator defect detection with attention feedback and double spatial pyramid

J Chen, Z Fu, X Cheng, F Wang - Electric Power Systems Research, 2023 - Elsevier
In recent years, with the wide application of UAVs in electric power inspection, inspection
efficiency is promoted rapidly. However, how to address massive aerial images is a big …

Insplad: A dataset and benchmark for power line asset inspection in uav images

ALB Vieira e Silva, H de Castro Felix… - … journal of remote …, 2023 - Taylor & Francis
Power line maintenance and inspection are essential to avoid power supply interruptions,
reducing its high social and financial impacts yearly. Automating power line visual …

Data analysis in visual power line inspection: An in-depth review of deep learning for component detection and fault diagnosis

X Liu, X Miao, H Jiang, J Chen - Annual Reviews in Control, 2020 - Elsevier
The widespread popularity of unmanned aerial vehicles enables an immense amount of
power line inspection data to be collected. It is an urgent issue to employ massive data …

[HTML][HTML] Uncertainty-aware accurate insulator fault detection based on an improved YOLOX model

Z Dai - Energy Reports, 2022 - Elsevier
The surveillance and inspection of power line insulators, which act as essential components
for the connection and insulation of power lines, play pivot roles in the daily maintenance of …

Stn plad: A dataset for multi-size power line assets detection in high-resolution uav images

ALB Vieira-e-Silva, H de Castro Felix… - 2021 34th SIBGRAPI …, 2021 - ieeexplore.ieee.org
Many power line companies are using UAVs to perform their inspection processes instead of
putting their workers at risk by making them climb high voltage power line towers, for …

Insulator faults detection based on deep learning

MW Adou, H Xu, G Chen - 2019 IEEE 13th International …, 2019 - ieeexplore.ieee.org
Electrical insulators are mainly used in transmission system for electrical insulation and
mechanical support purpose. Since the insulators are exposed to environment, they can be …

[HTML][HTML] Robots for the Energy Transition: A Review

S Taraglio, S Chiesa, S De Vito, M Paoloni… - Processes, 2024 - mdpi.com
The energy transition relies on an increasingly massive and pervasive use of renewable
energy sources, mainly photovoltaic and wind, characterized by an intrinsic degree of …

[PDF][PDF] 基于深度学**的输电线路视觉检测方法研究进展

刘传洋, 吴一全 - **电机工程学报, 2023 - epjournal.csee.org.cn
基于深度学**的输电线路视觉检测方法研究进展 Page 1 第43 卷第19 期 **电机工程学报 Vol.43
No.19 Oct. 5, 2023 2023 年10 月5 日 Proceedings of the CSEE ©2023 Chin.Soc.for Elec.Eng …