Optimized hybrid YOLOu‐Quasi‐ProtoPNet for insulators classification

SF Stefenon, G Singh, BJ Souza… - IET Generation …, 2023 - Wiley Online Library
To ensure the electrical power supply, inspections are frequently performed in the power
grid. Nowadays, several inspections are conducted considering the use of aerial images …

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 …

[PDF][PDF] 绝缘子自爆缺陷的轻量化检测网络DE-YOLO

贾晓芬, 吴雪茹, 赵佰亭 - 电子测量与仪器学报, 2023 - jemi.cnjournals.com
为了实现输电线路的高精度, 高速度巡检, 设计了一种适用于移动终端设备的轻量化目标检测
网络DE-YOLO. 首先融合深度可分离卷积, 逐点卷积和ECA 注意力机制提出了特征提取模块 …

Defect detection scheme for key equipment of transmission line for complex environment

J Wang, F Deng, B Wei - Electronics, 2022 - mdpi.com
Aiming at the difficulty in detecting defects of key equipment of transmission lines in small
samples and complex environments, and the problems of low accuracy and unreliability in …

ID-Det: Insulator Burst Defect Detection from UAV Inspection Imagery of Power Transmission Facilities.

S Sun, C Chen, B Yang, Z Yan, Z Wang… - Drones (2504 …, 2024 - search.ebscohost.com
The global rise in electricity demand necessitates extensive transmission infrastructure,
where insulators play a critical role in ensuring the safe operation of power transmission …

Insulator semantic segmentation in aerial images based on multiscale feature fusion

Z Cui, C Yang, S Wang - Complexity, 2022 - Wiley Online Library
As one of the important components in the transmission line, the insulator is related to the
safe and reliable operation of the entire transmission line. Aerial images are characterized …

Automated classification of electrical network high-voltage tower insulator cleanliness using deep neural networks

H Ferraz, RS Gonçalves, BB Moura… - International Journal of …, 2024 - Springer
String insulators are components in high-voltage towers responsible for preventing energy
dissipation through the tower structure; that is, they are responsible for isolating the high …

Instance Segmentation Graph Neural Network for Detecting Faulty Insulators Using the FLIR SkyRanger R70 UAS

S Vemula, M Frye - 2022 IEEE/AIAA 41st Digital Avionics …, 2022 - ieeexplore.ieee.org
This paper explores the use of Unmanned Aerial System (UAS) for detecting faulty insulators
using a Graph Neural Network called Instance Segmentation Graph Neural Networks (IS …

[PDF][PDF] UDС 004.93.

BI Tymchenko - Information Technology, 2021 - academia.edu
Nowadays, means of preventive management in various spheres of human life are actively
developing. The task of automated screening is to detect hidden problems at an early stage …

[PDF][PDF] Нейромережеві методи аналізу планарних зображень в системах автоматизованого скринінгу

БІ Тимченко - Прикладні аспекти інформаційних технологій, 2021 - aait.od.ua
Nowadays, means of preventive management in various spheres of human life are actively
developing. The task of automated screening is to detect hidden problems at an early stage …