LSTM network structure.

<div><p>To address the issue of low accuracy in existing remaining useful life (RUL) prediction algorithms for rolling bearings, this paper proposes a novel RUL prediction method based on the Beluga Whale Optimization (BWO) algorithm, Variational Mode Decomposition (VMD), an improved Con...

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Bibliographic Details
Main Author:	Wei Liu (20030) (author)
Other Authors:	Sen Liu (438456) (author)
Published:	2025
Subjects:	Biotechnology Space Science Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified variational mode decomposition original vibration signals experimental results demonstrate degradation feature set bidirectional long short beluga whale optimization cbam </ p bilstm network integrated xlink "> valuable reference term memory safe operation rotating machinery reconstructed data proposed method proposed approach prediction algorithms paper proposes method models low accuracy cbam ), also provides ablation methods ablation experiments
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LSTM network structure.

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