Classification of common discharges in outdoor insulation using acoustic signals and artificial neural network

Classification of common discharges in outdoor insulation using acoustic signals and artificial neural network

Condition monitoring of outdoor insulation systems is crucial to the integrity of distribution and transmission overhead lines and substations. The objective of this study is to use a commercial acoustic sensor along with artificial neural network (ANN), to classify different typical types of discha...

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Bibliographic Details
Main Authors: Satish Polisetty, Ayman El-Hag, Shesha Jayram
Format: Article
Language:English
Published: Wiley 2019-09-01
Series:High Voltage
Subjects:
insulators
ceramic insulators
insulator contamination
condition monitoring
neural nets
insulator testing
flashover
power overhead lines
common electrical discharges
controlled conditions
outdoor ceramic insulators
laboratory conditions
surface pollution discharge
insulator surface
insulator string
common discharges
acoustic signals
artificial neural network
outdoor insulation systems
transmission overhead lines
substations
commercial acoustic sensor
ann
Online Access:https://digital-library.theiet.org/content/journals/10.1049/hve.2019.0113

Internet

https://digital-library.theiet.org/content/journals/10.1049/hve.2019.0113

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