IEEE - Institute of Electrical and Electronics Engineers, Inc. - Study of Soft Sensor Modeling Method Based on KPCA-SVM

Sixth World Congress on Intelligent Control and Automation

Author(s): Zhe Li ; Xuemin Tian
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 2006
Conference Location: Dalian, China
Conference Date: 21 June 2006
Volume: 1
Page(s): 4,876 - 4,880
ISBN (Paper): 1-4244-0332-4
DOI: 10.1109/WCICA.2006.1713311
Regular:

A soft sensor modeling method is proposed by combining the kernel principal component analysis (KPCA) with the support vector machine (SVM). Via KPCA the method is able to capture the high-ordered... View More

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