IEEE - Institute of Electrical and Electronics Engineers, Inc. - Adaptive statistic process monitoring with a modified PCA

2011 IEEE International Conference on Computer Science and Automation Engineering (CSAE)

Author(s): Liu Yiqi ; Huang Daoping ; Li Yan
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2011
Conference Location: Shanghai, China, China
Conference Date: 10 June 2011
Volume: 1
Page(s): 713 - 716
ISBN (CD): 978-1-4244-8726-4
ISBN (Electronic): 978-1-4244-8728-8
ISBN (Paper): 978-1-4244-8727-1
DOI: 10.1109/CSAE.2011.5953316
Regular:

In this paper, we propose a modified adaptive PCA method for process monitoring. The basic idea of our approach is to use the modified PCA to adaptively extract the essential feature components... View More

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