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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

Wenyi Liu

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Aug 2026

A novel wind turbine fault diagnosis method based on RTH algorithm and lightweight ShuffleNet with dense structure

Addressing the challenges of extracting fault features from non-stationary and noisy vibration signals in wind turbines, this paper proposes a novel wind turbine fault diagnosis method based on the Red-Tailed Hawk (RTH) algorithm and a lightweight ShuffleNet with a dense structure, which can realize rapid and accurate...

Wenyi Liu, Jiahao Zhong, M. Haque et al. · 0 citations
Aug 2026

A gear fault diagnosis method for wind turbines based on HDDL and ConvNeXt under limited sample conditions

A method combining hierarchical deep dictionary learning (HDDL) with ConvNeXt is proposed, demonstrating that a recognition accuracy of 99.89% is achievable even with limited sample sizes, thereby effectively resolving the issue of low recognition rates caused by insufficient data.

Guohui Xu, Jianbin Cao, Wenyi Liu et al. · 0 citations

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