Robust Condition Assessment of Electrical Equipment with One Class Support Vector Machines Based on the Measurement of Partial Discharges

Robust Condition Assessment of Electrical Equipment with One Class Support Vector Machines Based on the Measurement of Partial Discharges

This paper presents a system for the detection of partial discharges (PD) in industrial applications based on One Class Support Vector Machines (OCSVM). The study stresses the detection of Partial Discharges (PD) as they represent a major source of information related to degradation in the equipment...

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Bibliographic Details
Main Authors: Emilio Parrado-Hernández, Guillermo Robles, Jorge Alfredo Ardila-Rey, Juan Manuel Martínez-Tarifa
Format: Article
Language:English
Published: MDPI AG 2018-02-01
Series:Energies
Subjects:
One Class Support Vector Machines (OCSVM)
noise characterization
partial discharge discrimination
electrical asset monitoring
early fault prevention
Online Access:http://www.mdpi.com/1996-1073/11/3/486

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