Author

Yan Zhao

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Open access Oct 2026

Transformer Fault Diagnosis Method Based on TLR-WSMOTE and IAOO-SVM-AdaBoost

In view of the issues of sample imbalance and low diagnostic accuracy associated with traditional methods for oil-immersed power transformer fault diagnosis, an ensemble support vector machine (SVM)-based fault diagnosis model is proposed, which incorporates the Tomek link removal (TLR)–weighted SMOTE (WSMOTE) oversamp...

Yan Zhao, Jun-Wei Wang, Bai-Yang Zhou · Energies · 0 citations