Real-time optimization modifier adaptation approach using quadratic approximation of the plant-model mismatch function

Material suplementario disponible en https://doi.org/10.1016/j.jprocont.2024.103180

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Detalles Bibliográficos
Autor principal: Bottari, Agustín
Formato: Artículo
Lenguaje:Inglés
Publicado: Elsevier 2024
Materias:
RTO MA
ALGORITMOS
SISTEMA DE OPTIMIZACION
Acceso en línea:https://repositorio.uca.edu.ar/handle/123456789/18248
https://doi.org/10.1016/j.jprocont.2024.103180
Aporte de:
Repositorio Institucional de la Universidad Católica Argentina (UCA) de Universidad Católica Argentina
id I33-R139-123456789-18248
record_format dspace
spelling I33-R139-123456789-182482024-06-08T05:01:21Z Real-time optimization modifier adaptation approach using quadratic approximation of the plant-model mismatch function Bottari, Agustín RTO MA ALGORITMOS SISTEMA DE OPTIMIZACION Material suplementario disponible en https://doi.org/10.1016/j.jprocont.2024.103180 Abstract: The present work proposes a real-time optimization modifier adaptation scheme (RTO MA) in which the modifiers are obtained through a quadratic approximation of the plant-model mismatch function. The work also highlights the links between the model used in the trust-region framework, the model used in bias, gradient, and Hessian-based RTO MA schemes, and the model used in function-based RTO MA. In line with this, general conditions are established for the adapted nominal model for use on the basic trust-region algorithm. The proposed modifiers are then incorporated into an iterative algorithm of the real-time modifier adaptation scheme complemented with a trust-region framework. The effectiveness of the approach is demonstrated in simulation for the optimization of a continuous stirred tank reactor. 2024-06-07T16:07:10Z 2024-06-07T16:07:10Z 2024 Artículo Bottari, A. Real-time optimization modifier adaptation approach using quadratic approximation of the plant-model mismatch function [en línea]. Journal of Process Control. 2024, (136). Disponible en: https://repositorio.uca.edu.ar/handle/123456789/18248 0959-1524 (impreso) 1873-2771 (online) https://repositorio.uca.edu.ar/handle/123456789/18248 https://doi.org/10.1016/j.jprocont.2024.103180 eng http://creativecommons.org/licenses/by-nc-sa/4.0/ Acceso Restringido application/pdf Elsevier Facultad de Química e Ingeniería del Rosario
institution Universidad Católica Argentina
institution_str I-33
repository_str R-139
collection Repositorio Institucional de la Universidad Católica Argentina (UCA)
language Inglés
topic RTO MA
ALGORITMOS
SISTEMA DE OPTIMIZACION
spellingShingle RTO MA
ALGORITMOS
SISTEMA DE OPTIMIZACION
Bottari, Agustín
Real-time optimization modifier adaptation approach using quadratic approximation of the plant-model mismatch function
topic_facet RTO MA
ALGORITMOS
SISTEMA DE OPTIMIZACION
description Material suplementario disponible en https://doi.org/10.1016/j.jprocont.2024.103180
format Artículo
author Bottari, Agustín
author_facet Bottari, Agustín
author_sort Bottari, Agustín
title Real-time optimization modifier adaptation approach using quadratic approximation of the plant-model mismatch function
title_short Real-time optimization modifier adaptation approach using quadratic approximation of the plant-model mismatch function
title_full Real-time optimization modifier adaptation approach using quadratic approximation of the plant-model mismatch function
title_fullStr Real-time optimization modifier adaptation approach using quadratic approximation of the plant-model mismatch function
title_full_unstemmed Real-time optimization modifier adaptation approach using quadratic approximation of the plant-model mismatch function
title_sort real-time optimization modifier adaptation approach using quadratic approximation of the plant-model mismatch function
publisher Elsevier
publishDate 2024
url https://repositorio.uca.edu.ar/handle/123456789/18248
https://doi.org/10.1016/j.jprocont.2024.103180
work_keys_str_mv AT bottariagustin realtimeoptimizationmodifieradaptationapproachusingquadraticapproximationoftheplantmodelmismatchfunction
_version_ 1807949549820444672

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