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Author

Yu-Peng Li

3 papers indexed here

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Sep 2026

Circuit breaker fault diagnosis based on GWO-optimized CNN-LSTM

In response to the current issues of low accuracy in circuit breaker fault diagnosis and the imbalanced distribution of fault feature samples, this paper aims to propose a new method for high-accuracy circuit breaker fault diagnosis. First, the Synthetic Minority Oversampling Technique (SMOTE) is introduced to expand t...

Ying Li, Yu-Peng Li, Bo Yang · 0 citations
Sep 2026

Motor bearing fault diagnosis based on CEEMDAN and GJO-optimized CNN

To effectively extract fault features from motor bearings and improve the accuracy of fault diagnosis, this paper proposes a novel method for motor bearing fault diagnosis based on Complete Ensemble Empirical Mode Decomposition with Adaptive Noise (CEEMDAN) and Golden Jackal Optimization (GJO) to optimize Convolutional...

Yu-Peng Li, Bo Yang, Ying Li · 0 citations
Sep 2026

Transformer fault diagnosis based on Fisher criterion and BKA-optimized KELM

To improve the quality of extracting characteristic parameters of dissolved gases in transformer oil and the accuracy of fault diagnosis, this paper proposes a new method for transformer fault diagnosis based on the Fisher criterion and the Black-winged Kite Algorithm (BKA) to optimize the Kernel Extreme Learning Machi...

Bo Yang, Ying Li, Yu-Peng Li · 0 citations

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