Fault diagnosis of gearbox based on Fourier Bessel EWT and manifold regularization ELM

Abstract The novel fault diagnosis method of gearbox based on Fourier Bessel series expansion-based empirical wavelet transform (FBEWT) and manifold regularization extreme learning machine (MRELM) is proposed to obtain excellent fault diagnosis results of gearbox in this paper. A new feature extract...

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Bibliographic Details
Main Authors: Ke Wang, Fengqing Qin
Format: Article
Language:English
Published: Nature Portfolio 2023-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-40369-1