Sparse representation-based classification for the planetary gearbox with improved KPCA and dictionary learning

A fault diagnosis method for the planetary gearbox according to sparse representation-based classification (SRC) has been presented in this paper. Considering the real-time performance and accuracy rate of the fault diagnosis, the proposed method has introduced the improved kernel principal componen...

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Bibliographic Details
Main Authors: Ran Li, Yang Liu
Format: Article
Language:English
Published: Taylor & Francis Group 2020-01-01
Series:Systems Science & Control Engineering
Subjects:
Online Access:http://dx.doi.org/10.1080/21642583.2020.1777218