Geng Ziyao,Ren Zhaohui*,Zhou Shihua,Yu Tianzhuang,Dong Fangrui,Wang Xingyu.A novel information fusion fault diagnosis framework for rotating machinery based on pixelated SDP and multi-level fusion network.Journal of Vibration Engineering & Technologies,14(3):.[JCR 二区]..10.1007/s42417-025-02281-y,

Geng Ziyao,Ren Zhaohui*,Zhou Shihua,Yu Tianzhuang,Zhnag Pengsheng.DSC-SparseFormer: a lightweight framework for bearing fault diagnosis based on depthwise separable convolution and sparse attention mechanism.Nondestructive Testing and Evaluation,41(5):.[JCR 一区].2768-2794.10.1080/10589759.2025.2517694,

Zhou Shihua,,Li Xuan,Zhou Chenhui,Xu Tengyuan,Zhang Ye,Ren Zhaohui.An improved mesh stiffness model for cracked spur gears considering tooth surface contact characteristics.Machines,14.[JCR 二区]..10.3390/machines14070759,

Zhou Shihua,,Yu Xinhai,Ji Kaibo,Liu Yulin,Yu Tianzhuang,Jiang Zeyu,Zhou Xin,Ren Zhaohui.Fault diagnosis of gearbox based on attention residual network and multi-sensor data fusion.Structural Health Monitoring.[JCR 一区]..10.1177/14759217251393183,

Zhou Shihua,,Wang Yue,Wang Hua,Fan Jianwei,Zhang Ye,Liu Yulin,Ren Zhaohui.MHFCF-HSKD: noise-resistant lightweight fault diagnosis based on multi-modal heterogeneous feature collaborative fusion and hierarchical structured knowledge distillation.Nondestructive Testing and Evaluation.[JCR 一区]..10.1080/10589759.2026.2671364,

Zhou Shihua,,Zhou Zichun,Li Wentao,Zhang Ye,Ji Kaibo,Zhang Tingshuo,Zhou Xin,Ren Zhaohui.A gear surface defect detection approach based on class-linked mechanism.Engineering Applications of Artificial Intelligence,178.[JCR 一区]..10.1016/j.engappai.2026.115148,

Zhou Shihua,,Wang Yiyan,Mu Zeyao,Zhang Tingshuo,Li Xuan,Ren Zhaohui.Vibration suppression performance analysis of a novel vibration isolation-absorption system.Acta Mechanica Sinica,42.[JCR 一区]..10.1007/s10409-025-25064-x,

Zhou Shihua,,Zhou Zichun,Yu Xinhai,Zhou Chenhui,Wang Pengyang,Ren Zhaohui.Dynamic characteristics and vibration isolation performance of an integrated kangaroo bio-inspired vibration suppression structure.Acta Mechanica Sinica,42.[JCR 一区].

Geng Ziyao,Zhou Shihua*,Yu Yulin,Liu Yulin,Ye Jianbo,Zhang Ye,Ren Zhaohui.MCL-3WDA: Cross-domain fault diagnosis for rotating machine via multichannel vibration data based on contrastive learning and fine-grained domain alignment.IEEE Sensors Journal,25(24):.[JCR 一区].44994-45008

Zhou Shihua,,Yu Xinhai,Li Xuan,Wang Yue,Ji Kaibo,Ren Zhaohui.Gearbox fault diagnosis based on compressed sensing and multi‐scale residual network with lightweight attention mechanism.Mathematics,23.[JCR 一区]..10.3390/math13091393,