Author

Yan Zhao

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Open access Oct 2026

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

An ensemble support vector machine (SVM)-based fault diagnosis model is proposed, which incorporates the Tomek link removal (TLR)–weighted SMOTE (WSMOTE) oversampling technique and the hybrid Improved Animated Oat Optimization (IAOO) algorithm, which validates its effectiveness in enhancing diagnostic accuracy and stab...

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