IEEE - Institute of Electrical and Electronics Engineers, Inc. - A new soft sensor modeling method based on modified AdaBoost with incremental learning

2009 Joint 48th IEEE Conference on Decision and Control (CDC) and 28th Chinese Control Conference (CCC)

Author(s): Huixin Tian ; Wang, A. ; Zhizhong Mao
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 December 2009
Conference Location: Shanghai, China, China
Conference Date: 15 December 2009
Page(s): 8,375 - 8,380
ISBN (CD): 978-1-4244-3872-3
ISBN (Paper): 978-1-4244-3871-6
ISSN (CD): 0191-2216
ISSN (Paper): 0191-2216
DOI: 10.1109/CDC.2009.5400292
Regular:

Aiming at the characteristics of soft sensors, an ensemble learning algorithm AdaBoost.RT is used to establish the soft sensor models. According to the shortcoming of AdaBoost.RT and the... View More

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