IEEE - Institute of Electrical and Electronics Engineers, Inc. - Development of a Soft Sensor for a Thermal Cracking Unit using a small experimental data set

2007 IEEE International Symposium on Intelligent Signal Processing

Author(s): A. Di Bella ; L. Fortuna ; S. Graziani ; G. Napoli ; M.G. Xibilia
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2007
Conference Location: Alcala de Henares, Spain
Conference Date: 3 October 2007
Page(s): 1 - 6
ISBN (CD): 978-1-4244-0830-6
ISBN (Paper): 978-1-4244-0829-0
DOI: 10.1109/WISP.2007.4447584
Regular:

In this paper we compare a number of strategies to cope with the problem of small data sets in the identification of a nonlinear process. Four methods are analyzed: expansion of the training set... View More

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