IEEE - Institute of Electrical and Electronics Engineers, Inc. - Multiple Fault Diagnosis Methods Based on Multilevel Multi-Granularity PCA

2018 International Conference on Control, Automation and Information Sciences (ICCAIS)

Author(s): Lan Wu ; Sheyan Su ; Chenglin Wen
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2018
Conference Location: Hangzhou, China, China
Conference Date: 24 October 2018
Page(s): 566 - 570
ISBN (Electronic): 978-1-5386-6020-1
ISBN (USB): 978-1-5386-6019-5
ISSN (Electronic): 2475-7896
DOI: 10.1109/ICCAIS.2018.8570453
Regular:

Principal Component Analysis (PCA) is a basic method of fault diagnosis based on multivariate statistical analysis. It utilizes the linear correlation between multiple process variables to... View More

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