Multi-source and multi-fault condition monitoring based on parallel factor analysis and sequential probability ratio test

Multi-source and multi-fault condition monitoring based on parallel factor analysis and sequential probability ratio test

Abstract The monitoring of mechanical equipment systems contains an increasing number of complex content, expanding from traditional time, and frequency information to three-dimensional data of the time, space, and frequency information, and even higher-dimensional data containing subjects, experime...

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Bibliographic Details
Main Authors: Liu Yang, Hanxin Chen, Yao Ke, Menglong Li, Lang Huang, Yuzhuo Miao
Format: Article
Language:English
Published: SpringerOpen 2021-07-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
PARAFAC
Tensor decomposition
SPRT
Fault diagnosis
Centrifugal pump
Online Access:https://doi.org/10.1186/s13634-021-00730-w

Internet

https://doi.org/10.1186/s13634-021-00730-w

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