Analysis of partial discharge measurement data using a support vector machine

• 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

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...