Time-weighted kernel density for gearbox residual life prediction

Abstract With improvements in industrial automation, the reliability of the gearbox, a key transmission device, has become increasingly crucial for the stable operation of an entire operating system. However, predicting the remaining useful life of the gearbox is challenging because of complex worki...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Weizhen Zhang, Jianchao Zeng, Hui Shi, Bin Wu, Guannan Shi
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-03-01
Subjects:	Time-varying system Kernel density estimation Time-varying weight Residual life prediction
Online Access:	https://doi.org/10.1038/s41598-025-94924-z