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A. S. Gaurish Kumar

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Open access Sep 2026

DST-SGR: a Mamba-inspired dual-stream spectro-temporal network for remaining useful life prediction of rotating machinery

Introduction Predicting the Remaining Useful Life (RUL) of rolling bearings is essential in predictive maintenance. High-frequency vibration signals present a dual-domain challenge, since impulses are most visible in the time domain while harmonics are most visible in time-frequency analysis. Existing approaches are li...

A. S. Gaurish Kumar, S. Madhavan, R. Dhanalakshmi · 0 citations

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