Open access
Jul 2026
System vibration characteristics and fault evolution evaluation based on multimodal data fusion
The proposed method forms a failure probability–evolutionary entropy dual-index evaluation system and a hierarchical early warning mechanism with strong physical interpretability, providing reliable technical support for reliability evaluation and predictive maintenance of complex mechanical systems.
Shasha Li, Wenjing Kong, Tiejun Cui
· Sound & Vibration · 0 citations