High voltage outdoor insulator surface condition evaluation using aerial insulator images

High voltage outdoor insulator surface condition evaluation using aerial insulator images

High voltage insulator detection and monitoring via drone-based aerial images is a cost-effective alternative in extreme winter conditions and complex terrains. The authors examine different surface conditions of the outdoor electrical insulator that generally occur under winter condition using imag...

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Bibliographic Details
Main Authors: Damira Pernebayeva, Aidana Irmanova, Diana Sadykova, Mehdi Bagheri, Alex James
Format: Article
Language:English
Published: Wiley 2019-08-01
Series:High Voltage
Subjects:
feature extraction
geophysical image processing
pattern classification
decision trees
learning (artificial intelligence)
insulators
insulation
insulator testing
high voltage outdoor insulator surface condition evaluation
aerial insulator images
drone-based aerial images
extreme winter conditions
different surface conditions
outdoor electrical insulator
winter condition
image processing techniques
state-of-the-art classification methods
traditional machine learning classifiers
snowing conditions
high classification accuracy
insulator conditions
Online Access:https://digital-library.theiet.org/content/journals/10.1049/hve.2019.0079

Internet

https://digital-library.theiet.org/content/journals/10.1049/hve.2019.0079

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