Deep Learning Image-Based Defect Detection in High Voltage Electrical Equipment

Deep Learning Image-Based Defect Detection in High Voltage Electrical Equipment

The increase in the internal temperature of high voltage electrical instruments is due to a variety of factors, particularly, contact problems; environmental factors; unbalanced loads; and cracks in the high voltage current transformers, voltage transformers, insulators, or terminal junctions. This...

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Bibliographic Details
Main Authors: Irfan Ullah, Rehan Ullah Khan, Fan Yang, Lunchakorn Wuttisittikulkij
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Energies
Subjects:
random forest
support vector machine
high voltage electrical equipment
infrared thermography
defect detection
thermal imaging
deep learning
Online Access:https://www.mdpi.com/1996-1073/13/2/392

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