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Partial Discharge Severity Classification for Transformer Condition Monitoring Using Feature Engineering, PCA, and ANN

Partial discharge (PD) is a key indicator of insulation degradation in high-voltage transformers and can provide early warning of incipient failure. Although artificial neural networks (ANNs) have been applied to PD classification, their performance may be affected by redundant features and overfitt...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Lucas Thobejane, Bonginkosi A. Thango
Hōputu: Artigo
Reo:Inglês
I whakaputaina: MDPI AG 2026-06-01
Rangatū:Machines
Ngā marau:
Urunga tuihono:https://www.mdpi.com/2075-1702/14/6/711
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