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Remaining life prediction of rolling bearings based on parallel feature extraction and deep learning

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Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, Volume 240, Issue 2, Page 558-571, April 2026.
Rolling bearings are critical components in rotating machinery and play a vital role in industrial production. However, due to complex working conditions and high operational loads, the risk of bearing failure increases significantly. Accurately ...