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Author

Hao Sun

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Open access Aug 2026

An optimized YOLOv11-based model for surface defect detection on valve stems in refrigeration equipment

The RDD-YOLO model based on the YOLOv11n architecture is presented, which replaces specific convolutions in the backbone and neck with receptive field channel attention convolutions (RFCAConv) to enhance local target perception, and constructs a depth-adaptive kernel spatial pyramid pooling factorization (DAK_SPPF) mod...

Jiadong Dong, Feihu Sang, Hao Sun et al. · 0 citations
Jul 2026

Pseudo-Label-Guided Dual-Supervised Alignment for Bearing Fault Diagnosis

A pseudo-label-guided dual-supervised alignment method is developed for bearing fault diagnosis across diverse operating scenarios in this paper and realizes refined class-level alignment, strengthens fault states representation, and shows notable superiority in both accuracy and robustness.

Hao Sun, Shijin Ren, Zhang-Qing Gu · 0 citations

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