An application of metamodels for process optimization

In this work, a methodology for the use of metamodels in the steady-state optimization of chemical processes is proposed. The methodology is focused on automatic procedures for use in real-time optimization (RTO). The methodology is tested with a NLP problem from the literature.

Saved in:
Bibliographic Details
Published inComputer Aided Chemical Engineering Vol. 21; pp. 1449 - 1454
Main Authors Gomes, Marcos V.C., David, I., Bogle, L., Odloak, Darci, Biscaia, Evaristo C.
Format Book Chapter
LanguageEnglish
Published 2006
Subjects
Kriging
Metamodels
Process optimization
Real-time optimization
Metamodels
Real-time optimization
Process optimization
Kriging
Online AccessGet full text

Cover

More Information
Summary:In this work, a methodology for the use of metamodels in the steady-state optimization of chemical processes is proposed. The methodology is focused on automatic procedures for use in real-time optimization (RTO). The methodology is tested with a NLP problem from the literature.
ISBN:9780444529695
0444529691
ISSN:1570-7946
DOI:10.1016/S1570-7946(06)80251-8