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Conference Open access Sep 2026

A fault diagnosis method for rolling bearings based on VGG16-ELM

Experimental results demonstrate that the VGG16-ELM model possesses superior feature extraction capabilities and generalization performance, providing a novel and feasible solution for intelligent fault diagnosis of rolling bearings in industrial field applications.

Si Wang · 0 citations

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