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Bo-Tao Fan

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Open access Sep 2026

Bearing Fault Diagnosis Under Data Imbalance and Heavy Noise: An Adaptive Weighted Heterogeneous Ensemble Learning Framework

This study proposes a robust bearing fault diagnosis method based on an adaptive weighted heterogeneous ensemble learning framework, capable of effectively reducing and eliminating noise interference in two-dimensional image data, thus enhancing fault diagnosis accuracy.

Tao Peng, Ran Gu, Quan-Jun Li et al. · 0 citations

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