Fault Diagnosis of Rolling Bearings Using Denoising Multi-Channel Mixture of CNN and Mamba-Enhanced Adaptive Self-Attention LSTM.

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Title: Fault Diagnosis of Rolling Bearings Using Denoising Multi-Channel Mixture of CNN and Mamba-Enhanced Adaptive Self-Attention LSTM.
Authors: Lai, Songjiang1,2 (AUTHOR), Cheung, Tsun-Hin1,2 (AUTHOR), Fung, Ka-Chun1,2 (AUTHOR), Xue, Kaiwen1,2 (AUTHOR), Zhao, Jiayi2 (AUTHOR), Goshu, Hana Lebeta1 (AUTHOR), Lyu, Zihang1 (AUTHOR), Lam, Kin-Man1,2 (AUTHOR) kin.man.lam@polyu.edu.hk
Source: Sensors (14248220). Nov2025, Vol. 25 Issue 21, p6652. 32p.
Database: Academic Search Ultimate
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ISSN:14248220
DOI:10.3390/s25216652