Author

Xin-Fa Shi

h-index 1 View on Semantic Scholar

We have 2 of 12 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Open access Sep 2026

Cross-Condition Fault Diagnosis of Rolling Bearings Based on Time–Frequency Ridge Extraction and Uncertainty-Guided Distribution-Regularised Convolutional Wasserstein Autoencoder

Highlights What are the main findings? A tacholess ridge extraction method enables robust rotational-frequency estimation under noise and multi-component interference. UDR-CWAE improves latent representation through MMD-based distribution regularisation. What are the implications of the main findings? Single-rotation-c...

Jun-Shen Zhang, Ji-Xing Yang, Xin-Fa Shi et al. · Italian National Conference... · 0 citations

Open access Aug 2026

Fine-grained fault diagnosis methods for offshore wind turbine gearboxes driven by artificial intelligence - by multi-source data analysis and deep learning

The proposed method improves diagnostic accuracy, robustness, and engineering applicability for offshore wind turbine gearbox fault diagnosis.

Hongfeng Chen, Chao Chen, Xing-Du Li et al. · EAI Endorsed Transactions on... · 0 citations