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Jingzhuo Liu

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Jul 2026

Adaptive CNN-BO-XGBoost framework for traction motor fault diagnosis

A fault recognition model combining convolutional neural network and Bayesian optimization (BO)-XGBoost, constructed by extracting time–frequency domain and fusion features from dual-branch CNN and identifying faults solves the problem of data imbalance.

Yumei Liu, Wenhao Pan, Jingzhuo Liu et al. · 0 citations

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