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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 …
A systematic review of object detection from images using deep learning
J Kaur, W Singh - Multimedia Tools and Applications, 2024 - Springer
The development of object detection has led to huge improvements in human interaction
systems. Object detection is a challenging task because it involves many parameters …
systems. Object detection is a challenging task because it involves many parameters …
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 …
Detection of foreign objects intrusion into transmission lines using diverse generation model
Y Wu, S Zhao, Z **ng, Z Wei, Y Li… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Foreign objects intrusion into transmission lines can lead to serious troubles, using deep
learning technology for foreign object detection has good performance and can reduce …
learning technology for foreign object detection has good performance and can reduce …
EBSE-YOLO: high precision recognition algorithm for small target foreign object detection
S Wang, Y Wang, Y Chang, R Zhao, Y She - IEEE Access, 2023 - ieeexplore.ieee.org
For the complex background along the electrified railroad, there are problems such as
missed detection and false detection of invasive small target foreign objects. A high …
missed detection and false detection of invasive small target foreign objects. A high …
Research on recognition method of electrical components based on FEYOLOv4-tiny
J Gao, H Sun, J Han, Q Sun, T Zhong - Journal of Electrical Engineering & …, 2022 - Springer
Recently, electrical component recognition technology is of great significance for fault
identification and stable operation of the modern power grids. With the rapid improvement of …
identification and stable operation of the modern power grids. With the rapid improvement of …
DSA-Net: An attention-guided network for real-time defect detection of transmission line dampers applied to UAV inspections
Y Zhang, B Li, J Shang, X Huang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
As a crucial component in power transmission lines, structural defects in dampers can
significantly reduce their ability to suppress wire vibrations, posing a serious threat to the …
significantly reduce their ability to suppress wire vibrations, posing a serious threat to the …
An improved YOLOv3 for foreign objects detection of transmission lines
H Li, L Liu, J Du, F Jiang, F Guo, Q Hu, L Fan - IEEE Access, 2022 - ieeexplore.ieee.org
The surrounding of transmission lines is complex, large-scale construction machinery, and
smoke and fire pose threats to the circuit facilities and wires. When anomaly occurs, much …
smoke and fire pose threats to the circuit facilities and wires. When anomaly occurs, much …
Predicting wind-caused floater intrusion risk for overhead contact lines based on Bayesian neural network with spatiotemporal correlation analysis
J Wang, S Gao, L Yu, D Zhang, C Ding, K Chen… - Reliability Engineering & …, 2022 - Elsevier
Wind-caused floater intrusion has posed enormous threats to the safety and resilience of
overhead contact lines (OCLs) of electrified railway. In this paper, a Bayesian neural network …
overhead contact lines (OCLs) of electrified railway. In this paper, a Bayesian neural network …
[HTML][HTML] YOLO-CSM-based component defect and foreign object detection in overhead transmission lines
C Liu, L Ma, X Sui, N Guo, F Yang, X Yang, Y Huang… - Electronics, 2023 - mdpi.com
Detecting component defects and attaching tiny-scaled foreign objects to the overhead
transmission lines are critical to the national grid's safe operation and power distribution …
transmission lines are critical to the national grid's safe operation and power distribution …