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A review on state-of-the-art power line inspection techniques
With the fast development of smart grid, the power line mileage and power equipments get
rapid growth. The contradiction between the large number of maintenance equipments and …
rapid growth. The contradiction between the large number of maintenance equipments and …
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 …
A survey of intelligent transmission line inspection based on unmanned aerial vehicle
Y Luo, X Yu, D Yang, B Zhou - Artificial Intelligence Review, 2023 - Springer
With the development of the new generation of information technology, artificial intelligence,
cloud computing and big data are gradually becoming powerful engines of the smart grid. In …
cloud computing and big data are gradually becoming powerful engines of the smart grid. In …
An insulator in transmission lines recognition and fault detection model based on improved faster RCNN
W Zhao, M Xu, X Cheng, Z Zhao - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Insulators are critical electric components in transmission lines. Recognizing insulators and
detecting the faults timely and accurately is essential for maintaining the safety and stability …
detecting the faults timely and accurately is essential for maintaining the safety and stability …
IN-YOLO: Real-time detection of outdoor high voltage insulators using UAV imaging
D Sadykova, D Pernebayeva… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The high voltage insulator requires continuous monitoring and inspection to prevent failures
and emergencies. Manual inspections are costly as it requires covering a large …
and emergencies. Manual inspections are costly as it requires covering a large …
Aerial computing: A new computing paradigm, applications, and challenges
In existing computing systems, such as edge computing and cloud computing, several
emerging applications and practical scenarios are mostly unavailable or only partially …
emerging applications and practical scenarios are mostly unavailable or only partially …
Detection of transmission line insulator defects based on an improved lightweight YOLOv4 model
Z Qiu, X Zhu, C Liao, D Shi, W Qu - Applied Sciences, 2022 - mdpi.com
Defective insulators seriously threaten the safe operation of transmission lines. This paper
proposes an insulator defect detection method based on an improved YOLOv4 algorithm. An …
proposes an insulator defect detection method based on an improved YOLOv4 algorithm. An …
Key target and defect detection of high-voltage power transmission lines with deep learning
Z Liu, G Wu, W He, F Fan, X Ye - International Journal of Electrical Power & …, 2022 - Elsevier
Automatic visual detection of key targets and defects for power transmission lines based on
power transmission line inspection robots (PTLIR) and unmanned aerial vehicles (UAVs) is …
power transmission line inspection robots (PTLIR) and unmanned aerial vehicles (UAVs) is …
Situation awareness of energy internet of things in smart city based on digital twin: From digitization to informatization
Rapid growth of diversity, uncertainty, and coupling effect of units in modern energy systems
jointly challenges the traditional model-based situation awareness (SA) in Energy Internet of …
jointly challenges the traditional model-based situation awareness (SA) in Energy Internet of …
Research on edge intelligent recognition method oriented to transmission line insulator fault detection
F Deng, Z **e, W Mao, B Li, Y Shan, B Wei… - International Journal of …, 2022 - Elsevier
Aiming at the problem of high delay in the existing centralized cloud insulator fault detection
methods, an insulator self-explosion fault detection scheme integrating mobile edge …
methods, an insulator self-explosion fault detection scheme integrating mobile edge …