A novel algorithm for dead time estimation between soft sensor inputs and output

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Назив:	A novel algorithm for dead time estimation between soft sensor inputs and output
Аутори:	Mejić, Luka Stanišić, Darko Ilić, Vojin Jakovljević, Boris Jorgovanović, Nikola
Датум издавања:	8-мај-2019
Часопис:	Computers and Chemical Engineering
Сажетак:	© 2019 Elsevier Ltd This paper introduces a new procedure for extracting signals and their time delays that contain the most information about the desired soft sensor output using information-theoretic subset selection and a genetic algorithm. This procedure can be used before the creation of a soft sensor, as it is only based on historic values of the signals. The algorithm is tested on real problems from the cement industry, i.e., how the input's time delays affect the quality of the soft sensor estimation of cement fineness in a cement mill.
URI:	https://open.uns.ac.rs/handle/123456789/307
ISSN:	981354
DOI:	10.1016/j.compchemeng.2019.02.012
Налази се у колекцијама:	FTN Publikacije/Publications