An Ensemble-Boosting Algorithm for Classifying Partial Discharge Defects in Electrical Assets

An Ensemble-Boosting Algorithm for Classifying Partial Discharge Defects in Electrical Assets

This paper presents an ensemble-boosting algorithm (EBA) for classifying partial discharge (PD) patterns in the condition monitoring of insulation diagnosis applied for electrical assets. This approach presents an optimization technique for creating a sequence of artificial neural network (ANNs), wh...

Full description

Bibliographic Details
Main Authors: Abdullahi Abubakar Mas’ud, Jorge Alfredo Ardila-Rey, Ricardo Albarracín, Firdaus Muhammad-Sukki
Format: Article
Language:English
Published: MDPI AG 2017-08-01
Series:Machines
Subjects:
condition monitoring
insulation diagnosis
electrical assets
partial discharge
artificial neural networks
single artificial neural network
ensemble-boosting algorithm
Online Access:https://www.mdpi.com/2075-1702/5/3/18

Internet

https://www.mdpi.com/2075-1702/5/3/18

Similar Items