A systematic approach for soft sensor development
نویسندگان
چکیده
منابع مشابه
A systematic approach for soft sensor development
This paper presents a systematic approach for development of a data-driven soft sensor using robust statistical technique. Data preprocessing procedures are described in detail. First, a template is defined based on a key process variable to handle missing data related to severe operation interruption. Second, a univariate, followed by a multivariate principal component analysis (PCA) approach,...
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ژورنال
عنوان ژورنال: Computers & Chemical Engineering
سال: 2007
ISSN: 0098-1354
DOI: 10.1016/j.compchemeng.2006.05.030