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Fault Classification System for Switchgear CBM from an Ultrasound Analysis Technique Using Extreme Learning Machine

Currently, the existing condition-based maintenance (CBM) diagnostic test practices for ultrasound require the tester to interpret test results manually. Different testers may give different opinions or interpretations of the detected ultrasound. It leads to wrong interpretation due to depending on...

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Principais autores: Sanuri Ishak, Chong Tak Yaw, Siaw Paw Koh, Sieh Kiong Tiong, Chai Phing Chen, Talal Yusaf
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2021-10-01
Serier:Energies
Fag:
artificial neural network
condition-based maintenance
decision-making
extreme learning machine
fault diagnosis
graphical user interface
Online adgang:https://www.mdpi.com/1996-1073/14/19/6279
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