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Chenyu Zheng

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Open access Jul 2026

A Knowledge-Enhanced Spatiotemporal Framework for Remaining Useful Life Prediction of Aero-Engines

Remaining useful life (RUL) prediction is critical for improving reliability and supporting predictive maintenance in aero-engine systems. However, existing methods have limitations in jointly modeling the spatial correlations between multi-sensor signals and the temporal evolution characteristics of the degradation pr...

Shangyi Ren, Dayong Han, Zixiang Li et al. · 0 citations

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