Author

Gong-Ning Li

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Aug 2026

Semantic-guided orthogonal subspace network for class-incremental continual intelligent fault diagnosis

A semantic-guided orthogonal subspace network (SOSN) is proposed for class-incremental continual intelligent fault diagnosis and significantly outperforms mainstream class-incremental learning approaches in diagnostic accuracy.

He Ren, Yang Liu, Gong-Ning Li et al. · Journal of Vibration and Con... · 0 citations