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An ensemble deep learning network based on 2D convolutional neural network and 1D LSTM with self-attention for bearing fault diagnosis

Liying Wang, Weiguo Zhao

2025Applied Soft Computing67 citationsDOI

Topics & Concepts

Convolutional neural networkComputer scienceArtificial intelligenceDeep learningFault (geology)Machine learningBearing (navigation)Artificial neural networkEnsemble learningPattern recognition (psychology)GeologySeismologyMachine Fault Diagnosis TechniquesEvaluation Methods in Various FieldsImbalanced Data Classification Techniques
An ensemble deep learning network based on 2D convolutional neural network and 1D LSTM with self-attention for bearing fault diagnosis | Litcius