Fault Monitoring Based on Adaptive Partition Non-Negative Matrix Factorization for Non-Gaussian Processes

Fault Monitoring Based on Adaptive Partition Non-Negative Matrix Factorization for Non-Gaussian Processes

In this paper, a new fault monitoring method based on adaptive partitioning non-negative matrix factorization (APNMF) is presented for non-Gaussian processes. Non-negative matrix factorization (NMF) is a new dimension reduction technique, which can effectively deal with Gaussian and non-Gaussian dat...

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Bibliographic Details
Main Authors: Yan Wang, Shi-Meng Yuan, Dan Ling, Yu-Bo Zhao, Xiao-Guang Gu, Bo-Yi Li
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Fault monitoring
adaptive partitioning
non-negative matrix factorization
non-Gaussian processes
kernel density estimation
Online Access:https://ieeexplore.ieee.org/document/8653270/

Internet

https://ieeexplore.ieee.org/document/8653270/

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