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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 …
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 …
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
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 …
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 …
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
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 …
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 …
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 …
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 …
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 …
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 …
No.19 Oct. 5, 2023 2023 年10 月5 日 Proceedings of the CSEE ©2023 Chin.Soc.for Elec.Eng …