A Systematic Grey-Box Modeling Methodology via Data Reconciliation and SOS Constrained Regression

Developing the so-called grey box or hybrid models of limited complexity for process systems is the cornerstone in advanced control and real-time optimization routines. These models must be based on fundamental principles and customized with sub-models obtained from process experimental data. This a...

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Bibliographic Details
Published in:	Processes Vol. 7; no. 3; p. 170
Main Authors:	Pitarch, José, Sala, Antonio, de Prada, César
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 23.03.2019
Subjects:	Algorithms Artificial intelligence Complexity Convexity Decision making Direct reduction Evaporation Integer programming Knowledge management Methodology Modelling Optimization Polynomials Process controls Regression United States > US Germany Spain
ISSN:	2227-9717, 2227-9717
Online Access:	Get full text
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