A virtual environment of an industrial splitter to test Dynamic Real Time Optimization

Producción Científica

Bibliographic Details
Authors: Oliveira Silva, Erika, Zamarreño Cosme, Jesús María, Prada Moraga, César de, Navia, Daniel, Marmol, Sergio, Gonzalez, Rafael
Format: article
Status:Published version
Publication Date:2023
Country:España
Institution:Universidad de Valladolid
Repository:UVaDOC. Repositorio Documental de la Universidad de Valladolid
OAI Identifier:oai:uvadoc.uva.es:10324/61338
Online Access:https://doi.org/10.1016/j.simpat.2023.102821
https://uvadoc.uva.es/handle/10324/61338
Access Level:Open access
Keyword:Artificial intelligence
Application software
Virtual plant
System integration
EcosimPro©
Planta virtual
Integración de sistema
3310 Tecnología Industrial
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spelling A virtual environment of an industrial splitter to test Dynamic Real Time OptimizationOliveira Silva, ErikaZamarreño Cosme, Jesús MaríaPrada Moraga, César deNavia, DanielMarmol, SergioGonzalez, RafaelArtificial intelligenceApplication softwareVirtual plantSystem integrationEcosimPro©Planta virtualIntegración de sistema3310 Tecnología IndustrialProducción CientíficaA virtual environment (VE) of an industrial splitter has been developed to test a dynamic real-time optimizer prior to on-site deployment. The paper describes the architecture of the VE, which represents the process using the EcosimPro© modeling and simulation software, and a real-time manager to maintain a controlled pace of simulation progress. The virtual process has been integrated with the same commercial predictive controller (Aspen© DMC) as installed in the plant (even with the same configuration) and a dynamic real-time optimizer has been developed in Matlab© and implemented on top of it, allowing the VE to test the optimization layer before deployment in the real factory. The data generated by the plant is stored using InfluxDB©, a time series data platform, for further analysis. The results show that the VE allows revamp studies to be conducted with less cost and more confidence.Junta de Castilla y León - UE-FEDER (CL-EI-2021-07, UIC 233)Ministerio de Ciencia e Innovación - AEI (PID2021-123654OB-C31)Elsevier2023info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://doi.org/10.1016/j.simpat.2023.102821https://uvadoc.uva.es/handle/10324/61338reponame:UVaDOC. Repositorio Documental de la Universidad de Valladolidinstname:Universidad de ValladolidIngléshttps://www.sciencedirect.com/science/article/pii/S1569190X23000989?via%3Dihubinfo:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-nd/4.0/oai:uvadoc.uva.es:10324/613382026-06-13T12:44:47Z
dc.title.none.fl_str_mv A virtual environment of an industrial splitter to test Dynamic Real Time Optimization
title A virtual environment of an industrial splitter to test Dynamic Real Time Optimization
spellingShingle A virtual environment of an industrial splitter to test Dynamic Real Time Optimization
Oliveira Silva, Erika
Artificial intelligence
Application software
Virtual plant
System integration
EcosimPro©
Planta virtual
Integración de sistema
3310 Tecnología Industrial
title_short A virtual environment of an industrial splitter to test Dynamic Real Time Optimization
title_full A virtual environment of an industrial splitter to test Dynamic Real Time Optimization
title_fullStr A virtual environment of an industrial splitter to test Dynamic Real Time Optimization
title_full_unstemmed A virtual environment of an industrial splitter to test Dynamic Real Time Optimization
title_sort A virtual environment of an industrial splitter to test Dynamic Real Time Optimization
dc.creator.none.fl_str_mv Oliveira Silva, Erika
Zamarreño Cosme, Jesús María
Prada Moraga, César de
Navia, Daniel
Marmol, Sergio
Gonzalez, Rafael
author Oliveira Silva, Erika
author_facet Oliveira Silva, Erika
Zamarreño Cosme, Jesús María
Prada Moraga, César de
Navia, Daniel
Marmol, Sergio
Gonzalez, Rafael
author_role author
author2 Zamarreño Cosme, Jesús María
Prada Moraga, César de
Navia, Daniel
Marmol, Sergio
Gonzalez, Rafael
author2_role author
author
author
author
author
dc.subject.none.fl_str_mv Artificial intelligence
Application software
Virtual plant
System integration
EcosimPro©
Planta virtual
Integración de sistema
3310 Tecnología Industrial
topic Artificial intelligence
Application software
Virtual plant
System integration
EcosimPro©
Planta virtual
Integración de sistema
3310 Tecnología Industrial
description Producción Científica
publishDate 2023
dc.date.none.fl_str_mv 2023
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv https://doi.org/10.1016/j.simpat.2023.102821
https://uvadoc.uva.es/handle/10324/61338
url https://doi.org/10.1016/j.simpat.2023.102821
https://uvadoc.uva.es/handle/10324/61338
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.relation.none.fl_str_mv https://www.sciencedirect.com/science/article/pii/S1569190X23000989?via%3Dihub
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
http://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv reponame:UVaDOC. Repositorio Documental de la Universidad de Valladolid
instname:Universidad de Valladolid
instname_str Universidad de Valladolid
reponame_str UVaDOC. Repositorio Documental de la Universidad de Valladolid
collection UVaDOC. Repositorio Documental de la Universidad de Valladolid
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15.300719

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