Remaining useful life prediction of rolling bearing using adaptive sparsest narrow-band decomposition and locality preserving projections

There are two difficulties in the remaining useful life prediction of rolling bearings. First, the vibration signals are always interfered by noise signals. Second, some of the extracted features include useless information which may decrease the prediction accuracy. In order to solve the problems a...

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Bibliographic Details
Main Authors: Yanfeng Peng, Yanfei Liu, Junsheng Cheng, Yu Yang, Kuanfang He, Guangbin Wang, Yi Liu
Format: Article
Language:English
Published: SAGE Publishing 2019-12-01
Series:Advances in Mechanical Engineering
Online Access:https://doi.org/10.1177/1687814019889771