Author

Xingyue Cui

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Open access Oct 2026

Rolling Bearing Fault Diagnosis Based on CKEPM Encoding and Tri-CrossViT

Rolling bearings are indispensable components in mechanical equipment, and their condition directly affects the operational reliability and maintenance costs. To address the requirements of high-precision and robust bearing fault diagnosis, this paper proposes a dynamic-mapping method named CKEPM, based on Complete Ens...

Xing-Yue Cui, Yue-Qian Bian, Xiao-Guang Wu et al. · Italian National Conference... · 0 citations

Open access Aug 2026

A Lightweight Enhanced MobileNetV3 Method for Bearing Fault Diagnosis Integrating Vibration Signals and Multi-Sensor Features

Experimental validation demonstrates that by using the GADFMap and the Enhanced MobileNetV3 model, the proposed method achieves higher diagnostic accuracy with fewer parameters and lower computational complexity compared with mainstream models.

Tianwen Guo, Yi Lu, Xiaoguang Wu et al. · Machines · 0 citations