Analysis of partial discharge measurement data using a support vector machine

Analysis of partial discharge measurement data using a support vector machine

This paper investigates the recognition of partial discharge sources by using a statistical learning theory, Support Vector Machine (SVM). SVM provides a new approach to pattern classification and has been proven to be successful in fields such as image identification and face recognition. To apply...

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Bibliographic Details
Main Authors: Aziz N.F.A., Hao L., Lewin P.L.
Other Authors: 57221906825
Format: Conference Paper
Published: 2023
Subjects:
On-line monitoring
Partial discharge
Partial discharge classification
Pattern recognition
Support vector machine
Classification (of information)
Discharge (fluid mechanics)
Electric machine insulation
Face recognition
Feature extraction
Fluid mechanics
Frequency domain analysis
Image retrieval
Learning systems
Research and development management
Vectors
Partial discharges
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