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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Jun Shao

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2 papers indexed here

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Aug 2026

Wavelet convolutional bidirectional temporal network and modified informer for RUL prediction of wind turbines under non-stationary conditions

Remaining useful life prediction for rotating machinery under non-stationary operating conditions demands effective extraction of degradation features from multi-sensor signals with varying spectral characteristics. This study proposes a WKCL-MBiTCN-Modified Informer hybrid framework that integrates a wavelet kernel co...

Dong Yang, Jun Shao, Cun Yang et al. · 0 citations
Aug 2026

FCTAN: A frequency-constrained temporal attention network for rolling bearing remaining useful life prediction

Experimental results on two public bearing degradation datasets demonstrate that the proposed FCTAN achieves superior prediction accuracy and stability compared with several state-of-the-art methods, validating its effectiveness for bearing RUL prediction under complex and noisy operating conditions.

Xiaoxue Guo, Chao Zhang, Yun-Fan Ma et al. · 0 citations

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